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市場調査レポート
商品コード
1395553
患者エンゲージメント向けAIの世界市場規模、シェア、産業動向分析レポート：提供タイプ別、技術別、アプリケーション別、治療領域別、最終用途別、機能別、地域別展望と予測、2023年～2030年Global AI In Patient Engagement Market Size, Share & Industry Trends Analysis Report By Delivery Type, By Technology, By Application, By Therapeutic Area, By End-use (Providers, Payers), By Functionality, By Regional Outlook and Forecast, 2023 - 2030 |
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| 患者エンゲージメント向けAIの世界市場規模、シェア、産業動向分析レポート：提供タイプ別、技術別、アプリケーション別、治療領域別、最終用途別、機能別、地域別展望と予測、2023年～2030年 |
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出版日: 2023年11月30日
発行: KBV Research
ページ情報: 英文 411 Pages
納期: 即納可能
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- 全表示
- 概要
- 図表
- 目次
世界の患者エンゲージメント向けAI市場規模は2030年までに224億米ドルに達し、予測期間中にCAGR 22.3%の市場成長率で上昇すると予測されます。
KBV Cardinal matrixに掲載された分析によると、ニュアンス・コミュニケーションズ社（マイクロソフト社）が同市場では先行しています。2021年5月、ニュアンス・コミュニケーションズは、クラウドベースのドラゴンメディカルをAthenaOne EHRとモバイルアプリに統合するため、Athenahealth, Inc.との協業を拡大しました。この統合は、AthenaOne Dictationユーザーにシームレスで音声主導の体験を提供し、臨床医の文書作成時間と作業負荷を軽減し、患者の体験を向上させることを目的としています。Cerner Corporation、F. Hoffmann-La Roche Ltd.、American Well Corporation（Amwell）などの企業が、この市場における主要なイノベーターです。
市場成長要因
医療分野における世界のAIの採用
収益の可能性を最大化するため、医療企業はすでにAI技術に多額の投資を行っています。彼らは、患者ケアのためのチャットボット、計画、想像、予測保守など、様々な業務を遂行するための技術を導入しています。医療業界でAIがより多くの業務を担うようになれば、企業は大きな変化と効率性の向上を期待できると思われます。現在のAI投資と研究のブームは、AIアプリケーションの急速な増加をもたらしました。これらのアプリケーションは、ビジネスの成果だけでなく、人々の生活の質も向上させると主張しています。これほど多くの大企業や新興企業が患者との対話にAIを取り入れているという事実は、この分野が重要な拡大分野であることを示しています。患者エンゲージメント向けAIの利用は世界的に広がっており、多くの国の政府がこれを支援していることから、成長市場であると言えます。
巨大で複雑な医療データベースの開発
例えば、医療分野における大規模かつ複雑なデータ（ビッグデータとも呼ばれる）には、クリックストリームやウェブ・ソーシャルメディアでのやりとり、センサー、心電図（ECG）、X線、パルスオキシメーターの読み取り値、医療機器の読み取り値、医療などの請求記録、電子カルテ（EMR）、処方箋、生体情報などが含まれます。今日の膨大な量のデータは、医療や医療の幅広い仕事をサポートする可能性を秘めています。高度な分析、機械学習、AIの技術は、臨床上の意思決定を支援し、質の高い患者ケアを提供し、緊急事態にリアルタイムで対応し、より多くの命を救うために、このデータを重要かつ実用的な洞察に変える多くの機会とともに出現しています。したがって、AIのような技術を使用して複雑なデータベースから洞察を導くことが、患者エンゲージメントツールにおけるAIの需要を支えています。
市場抑制要因
高品質医療データの不足
しかし、AIモデルの臨床的・技術的検証のためには、臨床医が高品質のデータセットにアクセスする必要があります。しかし、医療データが複数のEHRやITプラットフォームで断片化されているため、機械学習アルゴリズムをテストするために患者データや画像を収集することは困難です。主な問題は、適切なデータに簡単にアクセスできないことです。機械学習やディープラーニングを使ったモデルが、幅広いタスクを正確に分類・予測するためには、膨大なデータセットが必要となります。膨大なデータセットに簡単にアクセスできる業界では、ますます正確で洗練されたアルゴリズムを生み出す機械学習の能力が最も進歩しています。マルチモーダル学習とは対照的に、ある種の現代的なアルゴリズムは、ユニモーダルまたはより小規模なスケールで機能することができるかもしれないです。また、クラウドベースのサーバーの利用が拡大しているため、常に増大するデータセットの保存という逆問題が緩和されるかもしれないです。
提供タイプの展望
提供タイプによって、市場はクラウドベースとオンプレミスに二分されます。2022年の市場では、オンプレミス型が大きな売上シェアを獲得しました。オンプレミスソリューションを選択したユーザーは、データやアプリの完全な管理と所有権を享受できるため、プライバシーレベルが向上します。さらに、企業はデータの使用、保存、配布方法を選択できます。その結果、ビジネスを行う際に現地の法律、ポリシー、利用規約を遵守する自由と自律性が高まります。
技術の展望
技術別に見ると、市場はNLP（自然言語処理）、チャットボット、コンピュータービジョンに分けられます。チャットボット分野は、2022年の市場で最大の収益シェアを記録しました。リアルタイムで自動化された患者とのコンタクトを提供する能力を持つチャットボットは、医療分野を変革し、市場で圧倒的な力を持つようになっています。24時間アクセス可能、迅速な応答、予約のスケジューリングから健康情報の発信まですべてを管理する汎用性の結果、患者体験の向上、手続きの迅速化、患者エンゲージメントの向上を目指す医療プロバイダーにとって、チャットボットは最適な選択肢となっています。
アプリケーションの展望
アプリケーション別に見ると、市場は人口健康管理、入院患者健康管理、外来患者健康管理、その他に分けられます。2022年の市場では、集団健康管理分野がかなりの収益シェアを記録しました。医療の専門家は、集団の健康を効果的に管理するために、シームレスな連携とコミュニケーションを行う必要があります。医師、看護師、サポート担当者間のより良いコラボレーションは、安全なチャットや包括的なHERシステムによるリアルタイムの更新のような機能によって促進されます。これにより、医療スタッフ全員が同じ青写真に基づいて活動し、同じ目標を追求することが保証されます。
治療領域の展望
治療分野に基づき、市場はヘルス＆ウェルネス、慢性疾患管理、その他に分類されます。慢性疾患管理分野は、2022年の市場で最大の売上シェアを獲得しました。この分野が慢性疾患管理市場で大きな存在感を示している背景には、いくつかの要因があります。その中でも、主要市場における高齢化、慢性疾患の増加、COVID-19パンデミックの影響などが、デジタル技術の採用を加速させています。
最終用途の展望
最終用途別では、市場は支払者、医療提供者、その他に区分されます。支払者セグメントは、2022年の市場でかなりの成長率を獲得しました。このセグメントは、価値主導型医療サービスの供給を促進し、包括的な保障を可能にする患者・顧客エンゲージメントソリューションの受け入れ拡大が主な要因となっています。支払者は、この成長を支えるために、患者のケアをモニターし、治療プロセスのあらゆる段階で患者との関係を構築することを計画しています。
機能の展望
市場セグメンテーションは機能別に、通信、ヘルストラッキング＆インサイト、請求＆支払い、管理、患者教育、その他に区分されます。2022年の市場では、健康追跡・インサイト分野が大きな収益シェアを占めています。患者の健康パラメータや習慣を継続的に追跡し、患者や医療専門家向けに洞察に満ちたデータを生成するAI搭載のツールやガジェットがこの市場を定義しています。これらの技術にはリアルタイムのデータ分析と予測機能が含まれ、積極的な医療介入、個別化された治療計画、患者との対話の強化が可能になります。
地域別展望
地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。北米地域は、2022年の同市場において最大の収益シェアを占めています。この地域市場が拡大しているのは、重要な業界参入企業、電子カルテ（EHR）やmヘルス（モバイルヘルス）システムの利用拡大、有名企業による患者エンゲージメントソフトウェアへの大規模な投資などが背景にあります。医療業界における政府支出の増加と利害関係者の意識の高さも、この拡大を加速させると予想されます。
目次
第1章 市場範囲と調査手法
- 市場の定義
- 目的
- 市場範囲
- セグメンテーション
- 調査手法
第2章 市場要覧
- 主なハイライト
第3章 市場概要
- イントロダクション
- 概要
- 市場構成とシナリオ
- 概要
- 市場に影響を与える主な要因
- 市場促進要因
- 市場抑制要因
第4章 競合分析-世界
- KBV Cardinal Matrix
- 最近の業界全体の戦略的展開
- パートナーシップ、コラボレーション、および契約
- 製品の発売と製品の拡大
- 買収と合併
- 地理的拡大
- 市場シェア分析、2022年
- 主要成功戦略
- 主な戦略
- 主要な戦略的動き
- ポーターのファイブフォース分析
第5章 世界の患者エンゲージメント向けAI市場：提供タイプ別
- 世界のクラウドベース市場：地域別
- 世界のオンプレミス市場：地域別
第6章 世界の患者エンゲージメント向けAI市場：技術別
- 世界のチャットボット市場：地域別
- 世界のNLP（自然言語処理）市場：地域別
- 世界のコンピュータービジョン市場：地域別
第7章 世界の患者エンゲージメント向けAI市場：アプリケーション別
- 世界の外来患者健康管理市場：地域別
- 世界の入院患者の健康管理市場：地域別
- 世界の人口健康管理市場：地域別
- 世界のその他の市場：地域別
第8章 世界の患者エンゲージメント向けAI市場：治療領域別
- 世界のヘルス・ウェルネス市場：地域別
- 世界の慢性疾患管理市場：地域別
- 世界のその他の市場：地域別
第9章 世界の患者エンゲージメント向けAI市場：最終用途別
- 世界のプロバイダー市場：地域別
- 世界の支払者市場：地域別
- 世界のその他の市場：地域別
第10章 世界の患者エンゲージメント向けAI市場：機能別
- 世界の通信市場：地域別
- 世界の行政市場：地域別
- 世界の患者教育市場：地域別
- 世界の請求・支払市場：地域別
- 世界の健康追跡・洞察市場：地域別
- 世界のその他の市場：地域別
第11章 世界の患者エンゲージメント向けAI市場：地域別
- 北米
- 北米のAI市場：国別
- 米国
- カナダ
- メキシコ
- その他北米地域
- 北米のAI市場：国別
- 欧州
- 欧州のAI市場：国別
- ドイツ
- 英国
- フランス
- ロシア
- スペイン
- イタリア
- その他欧州地域
- 欧州のAI市場：国別
- アジア太平洋
- アジア太平洋のAI市場：国別
- 中国
- 日本
- インド
- 韓国
- シンガポール
- マレーシア
- その他アジア太平洋地域
- アジア太平洋のAI市場：国別
- ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカのAI市場：国別
- ブラジル
- アルゼンチン
- アラブ首長国連邦
- サウジアラビア
- 南アフリカ
- ナイジェリア
- その他ラテンアメリカ・中東・アフリカ地域
- ラテンアメリカ・中東・アフリカのAI市場：国別
第12章 企業プロファイル
- Oracle Corporation（Cerner Corporation）
- Nuance Communications, Inc（Microsoft Corporation）
- Health Catalyst, Inc
- F Hoffmann-La Roche Ltd.
- Ada Health GmbH
- Lark Technologies, Inc
- Upfront Healthcare Services（PatientBond）
- Infermedica Sp z o.o
- Aiva, Inc
- American Well Corporation（Amwell）
第13章 市場の成功必須条件
LIST OF TABLES
- TABLE 1 Global AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 2 Global AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 3 Partnerships, Collaborations and Agreements- AI In Patient Engagement Market
- TABLE 4 Product Launches And Product Expansions- AI In Patient Engagement Market
- TABLE 5 Acquisition and Mergers- AI In Patient Engagement Market
- TABLE 6 Geographical Expansion - AI In Patient Engagement Market
- TABLE 7 Global AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 8 Global AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 9 Global Cloud-based Market by Region, 2019 - 2022, USD Million
- TABLE 10 Global Cloud-based Market by Region, 2023 - 2030, USD Million
- TABLE 11 Global On-premise Market by Region, 2019 - 2022, USD Million
- TABLE 12 Global On-premise Market by Region, 2023 - 2030, USD Million
- TABLE 13 Global AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 14 Global AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 15 Global Chatbots Market by Region, 2019 - 2022, USD Million
- TABLE 16 Global Chatbots Market by Region, 2023 - 2030, USD Million
- TABLE 17 Global NLP (Natural Language Processing) Market by Region, 2019 - 2022, USD Million
- TABLE 18 Global NLP (Natural Language Processing) Market by Region, 2023 - 2030, USD Million
- TABLE 19 Global Computer Vision Market by Region, 2019 - 2022, USD Million
- TABLE 20 Global Computer Vision Market by Region, 2023 - 2030, USD Million
- TABLE 21 Global AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 22 Global AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 23 Global Outpatient Health Management Market by Region, 2019 - 2022, USD Million
- TABLE 24 Global Outpatient Health Management Market by Region, 2023 - 2030, USD Million
- TABLE 25 Global In-patient Health Management Market by Region, 2019 - 2022, USD Million
- TABLE 26 Global In-patient Health Management Market by Region, 2023 - 2030, USD Million
- TABLE 27 Global Population Health Management Market by Region, 2019 - 2022, USD Million
- TABLE 28 Global Population Health Management Market by Region, 2023 - 2030, USD Million
- TABLE 29 Global Others Market by Region, 2019 - 2022, USD Million
- TABLE 30 Global Others Market by Region, 2023 - 2030, USD Million
- TABLE 31 Global AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 32 Global AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 33 Global Health & Wellness Market by Region, 2019 - 2022, USD Million
- TABLE 34 Global Health & Wellness Market by Region, 2023 - 2030, USD Million
- TABLE 35 Global Chronic Disease Management Market by Region, 2019 - 2022, USD Million
- TABLE 36 Global Chronic Disease Management Market by Region, 2023 - 2030, USD Million
- TABLE 37 Global Others Market by Region, 2019 - 2022, USD Million
- TABLE 38 Global Others Market by Region, 2023 - 2030, USD Million
- TABLE 39 Global AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 40 Global AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 41 Global Providers Market by Region, 2019 - 2022, USD Million
- TABLE 42 Global Providers Market by Region, 2023 - 2030, USD Million
- TABLE 43 Global Payers Market by Region, 2019 - 2022, USD Million
- TABLE 44 Global Payers Market by Region, 2023 - 2030, USD Million
- TABLE 45 Global Others Market by Region, 2019 - 2022, USD Million
- TABLE 46 Global Others Market by Region, 2023 - 2030, USD Million
- TABLE 47 Global AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 48 Global AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 49 Global Communication Market by Region, 2019 - 2022, USD Million
- TABLE 50 Global Communication Market by Region, 2023 - 2030, USD Million
- TABLE 51 Global Administrative Market by Region, 2019 - 2022, USD Million
- TABLE 52 Global Administrative Market by Region, 2023 - 2030, USD Million
- TABLE 53 Global Patient Education Market by Region, 2019 - 2022, USD Million
- TABLE 54 Global Patient Education Market by Region, 2023 - 2030, USD Million
- TABLE 55 Global Billing & Payments Market by Region, 2019 - 2022, USD Million
- TABLE 56 Global Billing & Payments Market by Region, 2023 - 2030, USD Million
- TABLE 57 Global Health Tracking & Insights Market by Region, 2019 - 2022, USD Million
- TABLE 58 Global Health Tracking & Insights Market by Region, 2023 - 2030, USD Million
- TABLE 59 Global Others Market by Region, 2019 - 2022, USD Million
- TABLE 60 Global Others Market by Region, 2023 - 2030, USD Million
- TABLE 61 Global AI In Patient Engagement Market by Region, 2019 - 2022, USD Million
- TABLE 62 Global AI In Patient Engagement Market by Region, 2023 - 2030, USD Million
- TABLE 63 North America AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 64 North America AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 65 North America AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 66 North America AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 67 North America Cloud-based Market by Region, 2019 - 2022, USD Million
- TABLE 68 North America Cloud-based Market by Region, 2023 - 2030, USD Million
- TABLE 69 North America On-premise Market by Region, 2019 - 2022, USD Million
- TABLE 70 North America On-premise Market by Region, 2023 - 2030, USD Million
- TABLE 71 North America AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 72 North America AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 73 North America Chatbots Market by Country, 2019 - 2022, USD Million
- TABLE 74 North America Chatbots Market by Country, 2023 - 2030, USD Million
- TABLE 75 North America NLP (Natural Language Processing) Market by Country, 2019 - 2022, USD Million
- TABLE 76 North America NLP (Natural Language Processing) Market by Country, 2023 - 2030, USD Million
- TABLE 77 North America Computer Vision Market by Country, 2019 - 2022, USD Million
- TABLE 78 North America Computer Vision Market by Country, 2023 - 2030, USD Million
- TABLE 79 North America AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 80 North America AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 81 North America Outpatient Health Management Market by Country, 2019 - 2022, USD Million
- TABLE 82 North America Outpatient Health Management Market by Country, 2023 - 2030, USD Million
- TABLE 83 North America In-patient Health Management Market by Country, 2019 - 2022, USD Million
- TABLE 84 North America In-patient Health Management Market by Country, 2023 - 2030, USD Million
- TABLE 85 North America Population Health Management Market by Country, 2019 - 2022, USD Million
- TABLE 86 North America Population Health Management Market by Country, 2023 - 2030, USD Million
- TABLE 87 North America Others Market by Country, 2019 - 2022, USD Million
- TABLE 88 North America Others Market by Country, 2023 - 2030, USD Million
- TABLE 89 North America AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 90 North America AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 91 North America Health & Wellness Market by Country, 2019 - 2022, USD Million
- TABLE 92 North America Health & Wellness Market by Country, 2023 - 2030, USD Million
- TABLE 93 North America Chronic Disease Management Market by Country, 2019 - 2022, USD Million
- TABLE 94 North America Chronic Disease Management Market by Country, 2023 - 2030, USD Million
- TABLE 95 North America Others Market by Country, 2019 - 2022, USD Million
- TABLE 96 North America Others Market by Country, 2023 - 2030, USD Million
- TABLE 97 North America AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 98 North America AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 99 North America Providers Market by Country, 2019 - 2022, USD Million
- TABLE 100 North America Providers Market by Country, 2023 - 2030, USD Million
- TABLE 101 North America Payers Market by Country, 2019 - 2022, USD Million
- TABLE 102 North America Payers Market by Country, 2023 - 2030, USD Million
- TABLE 103 North America Others Market by Country, 2019 - 2022, USD Million
- TABLE 104 North America Others Market by Country, 2023 - 2030, USD Million
- TABLE 105 North America AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 106 North America AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 107 North America Communication Market by Country, 2019 - 2022, USD Million
- TABLE 108 North America Communication Market by Country, 2023 - 2030, USD Million
- TABLE 109 North America Administrative Market by Country, 2019 - 2022, USD Million
- TABLE 110 North America Administrative Market by Country, 2023 - 2030, USD Million
- TABLE 111 North America Patient Education Market by Country, 2019 - 2022, USD Million
- TABLE 112 North America Patient Education Market by Country, 2023 - 2030, USD Million
- TABLE 113 North America Billing & Payments Market by Country, 2019 - 2022, USD Million
- TABLE 114 North America Billing & Payments Market by Country, 2023 - 2030, USD Million
- TABLE 115 North America Health Tracking & Insights Market by Country, 2019 - 2022, USD Million
- TABLE 116 North America Health Tracking & Insights Market by Country, 2023 - 2030, USD Million
- TABLE 117 North America Others Market by Country, 2019 - 2022, USD Million
- TABLE 118 North America Others Market by Country, 2023 - 2030, USD Million
- TABLE 119 North America AI In Patient Engagement Market by Country, 2019 - 2022, USD Million
- TABLE 120 North America AI In Patient Engagement Market by Country, 2023 - 2030, USD Million
- TABLE 121 US AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 122 US AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 123 US AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 124 US AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 125 US AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 126 US AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 127 US AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 128 US AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 129 US AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 130 US AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 131 US AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 132 US AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 133 US AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 134 US AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 135 Canada AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 136 Canada AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 137 Canada AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 138 Canada AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 139 Canada AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 140 Canada AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 141 Canada AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 142 Canada AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 143 Canada AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 144 Canada AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 145 Canada AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 146 Canada AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 147 Canada AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 148 Canada AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 149 Mexico AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 150 Mexico AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 151 Mexico AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 152 Mexico AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 153 Mexico AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 154 Mexico AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 155 Mexico AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 156 Mexico AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 157 Mexico AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 158 Mexico AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 159 Mexico AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 160 Mexico AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 161 Mexico AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 162 Mexico AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 163 Rest of North America AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 164 Rest of North America AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 165 Rest of North America AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 166 Rest of North America AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 167 Rest of North America AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 168 Rest of North America AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 169 Rest of North America AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 170 Rest of North America AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 171 Rest of North America AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 172 Rest of North America AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 173 Rest of North America AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 174 Rest of North America AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 175 Rest of North America AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 176 Rest of North America AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 177 Europe AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 178 Europe AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 179 Europe AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 180 Europe AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 181 Europe Cloud-based Market by Country, 2019 - 2022, USD Million
- TABLE 182 Europe Cloud-based Market by Country, 2023 - 2030, USD Million
- TABLE 183 Europe On-premise Market by Country, 2019 - 2022, USD Million
- TABLE 184 Europe On-premise Market by Country, 2023 - 2030, USD Million
- TABLE 185 Europe AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 186 Europe AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 187 Europe Chatbots Market by Country, 2019 - 2022, USD Million
- TABLE 188 Europe Chatbots Market by Country, 2023 - 2030, USD Million
- TABLE 189 Europe NLP (Natural Language Processing) Market by Country, 2019 - 2022, USD Million
- TABLE 190 Europe NLP (Natural Language Processing) Market by Country, 2023 - 2030, USD Million
- TABLE 191 Europe Computer Vision Market by Country, 2019 - 2022, USD Million
- TABLE 192 Europe Computer Vision Market by Country, 2023 - 2030, USD Million
- TABLE 193 Europe AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 194 Europe AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 195 Europe Outpatient Health Management Market by Country, 2019 - 2022, USD Million
- TABLE 196 Europe Outpatient Health Management Market by Country, 2023 - 2030, USD Million
- TABLE 197 Europe In-patient Health Management Market by Country, 2019 - 2022, USD Million
- TABLE 198 Europe In-patient Health Management Market by Country, 2023 - 2030, USD Million
- TABLE 199 Europe Population Health Management Market by Country, 2019 - 2022, USD Million
- TABLE 200 Europe Population Health Management Market by Country, 2023 - 2030, USD Million
- TABLE 201 Europe Others Market by Country, 2019 - 2022, USD Million
- TABLE 202 Europe Others Market by Country, 2023 - 2030, USD Million
- TABLE 203 Europe AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 204 Europe AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 205 Europe Health & Wellness Market by Country, 2019 - 2022, USD Million
- TABLE 206 Europe Health & Wellness Market by Country, 2023 - 2030, USD Million
- TABLE 207 Europe Chronic Disease Management Market by Country, 2019 - 2022, USD Million
- TABLE 208 Europe Chronic Disease Management Market by Country, 2023 - 2030, USD Million
- TABLE 209 Europe Others Market by Country, 2019 - 2022, USD Million
- TABLE 210 Europe Others Market by Country, 2023 - 2030, USD Million
- TABLE 211 Europe AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 212 Europe AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 213 Europe Providers Market by Country, 2019 - 2022, USD Million
- TABLE 214 Europe Providers Market by Country, 2023 - 2030, USD Million
- TABLE 215 Europe Payers Market by Country, 2019 - 2022, USD Million
- TABLE 216 Europe Payers Market by Country, 2023 - 2030, USD Million
- TABLE 217 Europe Others Market by Country, 2019 - 2022, USD Million
- TABLE 218 Europe Others Market by Country, 2023 - 2030, USD Million
- TABLE 219 Europe AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 220 Europe AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 221 Europe Communication Market by Country, 2019 - 2022, USD Million
- TABLE 222 Europe Communication Market by Country, 2023 - 2030, USD Million
- TABLE 223 Europe Administrative Market by Country, 2019 - 2022, USD Million
- TABLE 224 Europe Administrative Market by Country, 2023 - 2030, USD Million
- TABLE 225 Europe Patient Education Market by Country, 2019 - 2022, USD Million
- TABLE 226 Europe Patient Education Market by Country, 2023 - 2030, USD Million
- TABLE 227 Europe Billing & Payments Market by Country, 2019 - 2022, USD Million
- TABLE 228 Europe Billing & Payments Market by Country, 2023 - 2030, USD Million
- TABLE 229 Europe Health Tracking & Insights Market by Country, 2019 - 2022, USD Million
- TABLE 230 Europe Health Tracking & Insights Market by Country, 2023 - 2030, USD Million
- TABLE 231 Europe Others Market by Country, 2019 - 2022, USD Million
- TABLE 232 Europe Others Market by Country, 2023 - 2030, USD Million
- TABLE 233 Europe AI In Patient Engagement Market by Country, 2019 - 2022, USD Million
- TABLE 234 Europe AI In Patient Engagement Market by Country, 2023 - 2030, USD Million
- TABLE 235 Germany AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 236 Germany AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 237 Germany AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 238 Germany AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 239 Germany AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 240 Germany AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 241 Germany AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 242 Germany AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 243 Germany AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 244 Germany AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 245 Germany AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 246 Germany AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 247 Germany AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 248 Germany AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 249 UK AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 250 UK AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 251 UK AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 252 UK AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 253 UK AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 254 UK AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 255 UK AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 256 UK AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 257 UK AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 258 UK AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 259 UK AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 260 UK AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 261 UK AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 262 UK AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 263 France AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 264 France AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 265 France AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 266 France AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 267 France AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 268 France AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 269 France AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 270 France AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 271 France AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 272 France AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 273 France AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 274 France AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 275 France AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 276 France AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 277 Russia AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 278 Russia AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 279 Russia AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 280 Russia AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 281 Russia AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 282 Russia AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 283 Russia AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 284 Russia AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 285 Russia AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 286 Russia AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 287 Russia AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 288 Russia AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 289 Russia AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 290 Russia AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
- TABLE 291 Spain AI In Patient Engagement Market, 2019 - 2022, USD Million
- TABLE 292 Spain AI In Patient Engagement Market, 2023 - 2030, USD Million
- TABLE 293 Spain AI In Patient Engagement Market by Delivery Type, 2019 - 2022, USD Million
- TABLE 294 Spain AI In Patient Engagement Market by Delivery Type, 2023 - 2030, USD Million
- TABLE 295 Spain AI In Patient Engagement Market by Technology, 2019 - 2022, USD Million
- TABLE 296 Spain AI In Patient Engagement Market by Technology, 2023 - 2030, USD Million
- TABLE 297 Spain AI In Patient Engagement Market by Application, 2019 - 2022, USD Million
- TABLE 298 Spain AI In Patient Engagement Market by Application, 2023 - 2030, USD Million
- TABLE 299 Spain AI In Patient Engagement Market by Therapeutic Area, 2019 - 2022, USD Million
- TABLE 300 Spain AI In Patient Engagement Market by Therapeutic Area, 2023 - 2030, USD Million
- TABLE 301 Spain AI In Patient Engagement Market by End-use, 2019 - 2022, USD Million
- TABLE 302 Spain AI In Patient Engagement Market by End-use, 2023 - 2030, USD Million
- TABLE 303 Spain AI In Patient Engagement Market by Functionality, 2019 - 2022, USD Million
- TABLE 304 Spain AI In Patient Engagement Market by Functionality, 2023 - 2030, USD Million
The Global AI In Patient Engagement Market size is expected to reach $22.4 billion by 2030, rising at a market growth of 22.3% CAGR during the forecast period.
Secure AI-enabled chatbots integrated into the billing software can use account data and previous interactions to provide individualized patient help when needed. Consequently, the billing and payments segment captured $564.7 Million revenue in the market in 2022. Increasing billing accuracy guarantees that patients are accurately billed for the services received, which lowers the need for customer support and payment delays. Practice management software with AI capabilities can effectively collect and modify details about patients, removing human data entry errors and guaranteeing correct patient information. By recognizing past due amounts, creating customized payment reminders, and providing patients with simple payment options, AI can enhance payment collection tactics. Some of the factors impacting the market are adoption of ai in healthcare sector globally, development of huge and complex healthcare databases and lack of high-quality medical data.
The major strategies followed by the market participants are Partnerships, Collaborations & Agreements as the key developmental strategy to keep pace with the changing demands of end users. For instance, In October, 2023, American Well Corporation partnered with Nestle Health Science, for digital health programs, launching the Advanced Surgical Nutrition Automated Care Program in the U.S. Additionally, In May, 2023, Roche UK, a subsidiary of F. Hoffmann-La Roche Ltd., partnered with Nye Health, digital health technology company, to co-create adaptive digital solutions, integrating information from smartphones, wearables, and medical records for a comprehensive view of patients' health outside traditional clinical settings.
Based on the Analysis presented in the KBV Cardinal matrix; Nuance Communications, Inc. (Microsoft Corporation) is the forerunners in the Market. In, May, 2021, Nuance Communications extended collaboration with Athenahealth, Inc., to integrate its cloud-based Dragon Medical into the AthenaOne EHR and Mobile App. The integration aimed to provide a seamless, voice-driven experience for AthenaOne Dictation users, reducing documentation time and workload for clinicians and enhancing patient experiences. Companies such as Cerner Corporation, F. Hoffmann-La Roche Ltd. and American Well Corporation (Amwell) are some of the key innovators in the Market.
Market Growth Factors
Adoption of AI in healthcare sector globally
To maximize their revenue potential, healthcare companies are already making significant investments in AI technologies. They implement technology to carry out various duties, such as chatbots for patient care, planning, imagining, and predictive maintenance. Businesses may expect significant changes and increased efficiency as AI takes on more and more duties in the healthcare industry. The current boom in AI investment and research has resulted in a rapid increase in AI applications. These apps claim to improve not only business results but also the quality of life for people. The fact that so many large corporations and start-ups are embracing AI in patient interaction indicates that this is a significant area for expansion. The use of AI in patient engagement is spreading worldwide, and governments of many nations are supporting it, therefore, it is a growing market.
Development of huge and complex healthcare databases
For instance, large-scale and intricate data, also referred to as big data, in the healthcare sector includes clickstream and web and social media interactions; sensor, electrocardiogram (ECG), X-ray, and pulse oximeter readings; medical device readings; claims for healthcare and other billing records; electronic health records (EMRs), prescriptions, as well as biometric data, among other types of information. Today's enormous amount of data has the potential to support a broad range of healthcare and medical jobs. Advanced analytics, machine learning, and AI techniques are emerging along with many opportunities to turn this data into significant and actionable insights to support clinical decision-making, deliver high-quality patient care, respond to emergencies in real-time, and save more lives. Therefore, using technologies like AI to drive insights from complex databases supports the demand for AI in patient engagement tools.
Market Restraining Factors
Lack of high-quality medical data
However, for both clinical and technical verification of AI models, clinicians need access to high-quality datasets. However, gathering patient data and imaging to test machine learning algorithms becomes difficult because medical data is fragmented across multiple EHRs and IT platforms. The main issue is that pertinent data is not easily accessible. For models using machine learning and deep learning to accurately categorize or predict a broad range of tasks, massive datasets are necessary. Industries with simple access to massive datasets have seen the biggest advancements in machine learning's capacity to produce increasingly accurate and sophisticated algorithms. In contrast to multimodal learning, certain contemporary algorithms might be able to function on a unimodal or smaller scale, and the growing use of cloud-based servers might mitigate the inverse issue of storing these always-growing datasets.
Delivery Type Outlook
Based on delivery type, the market is bifurcated into cloud-based and on-premises. The on-premises segment garnered a significant revenue share in the market in 2022. Users who choose on-premises solutions enjoy complete control and ownership over their data and apps, which provides an elevated level of privacy. Additionally, businesses can choose how to use, store, and distribute the data. As a result, they have greater freedom and autonomy to adhere to local laws, policies, and terms and conditions when conducting business.
Technology Outlook
On the basis of technology, the market is divided into NLP (natural language processing), chatbots, and computer vision. The chatbots segment recorded the largest revenue share in the market in 2022. With their ability to provide real-time, automated patient contacts, chatbots have become a dominant force in the market, transforming the healthcare sector. As a result of their round-the-clock accessibility, prompt responses, and versatility in managing everything from scheduling appointments to disseminating health information, they are a go-to option for healthcare providers seeking to improve patient experiences, expedite procedures, and increase patient engagement.
Application Outlook
On the basis of application, the market is divided into population health management, in-patient health management, outpatient health management, and others. The population health management segment registered a substantial revenue share in the market in 2022. Healthcare professionals must collaborate and communicate seamlessly to manage population health effectively. Better collaboration between doctors, nurses, and support personnel is encouraged by features like secure chat and real-time updates with a comprehensive HER system. This guarantees that all members of the medical staff are operating from the same blueprint and pursuing the same objectives.
Therapeutic Area Outlook
Based on therapeutic area, the market is categorized into health & wellness, chronic disease management, and others. The chronic disease management segment procured the largest revenue share in the market in 2022. Several factors contribute to the segment's sizeable presence in the chronic illness management market. Among these are the aging populations in major markets, the rise in chronic illnesses, and the COVID-19 pandemic's effects, which have sped up the adoption of digital technologies.
End-use Outlook
By end-use, the market is segmented into payers, providers, and others. The payers segment acquired a considerable growth rate in the market in 2022. The segment has grown largely due to the growing acceptance of patient and customer engagement solutions, which promote the supply of value-driven healthcare services and enable comprehensive coverage. Payers plan to monitor patient care and build relationships with patients at every stage of their treatment process to support this growth.
Functionality Outlook
By functionality, the market is segmented into communication, health tracking & insights, billing & payments, administrative, patient education, and others. The health tracking and insights segment witnessed a significant revenue share in the market in 2022. AI-powered tools and gadgets that continuously track patients' health parameters and habits and produce insightful data for patients and healthcare professionals define this market. These technologies include real-time data analysis and forecasting capabilities, which enable proactive healthcare interventions, individualized treatment plans, and enhanced patient interaction.
Regional Outlook
Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region witnessed the maximum revenue share in the market in 2022. The regional market is expanding because of the participation of significant industry players, the growing use of electronic health recorder (EHR) and mHealth (mobile health) systems, and the sizeable investments made in patient engagement software by well-known businesses. Increased government spending in the healthcare industry and high levels of stakeholder awareness are also expected to accelerate this expansion.
The market research report covers the analysis of key stake holders of the market. Cerner Corporation, Nuance Communications, Inc., Health Catalyst, Inc., F. Hoffmann-La Roche Ltd., Ada Health GmbH, Lark Technologies, Inc., Upfront Healthcare Services, Infermedica Sp. z o.o., Aiva, Inc. and American Well Corporation (Amwell).
Recent Strategies Deployed in AI In Patient Engagement Market
Partnerships, Collaborations, and Agreements:
Oct-2023: American Well Corporation partnered with Nestle Health Science, a leader in the field of nutritional science, for digital health programs, launching the Advanced Surgical Nutrition Automated Care Program in the U.S. It combined Amwell's virtual companion service with Nestle's recovery drink for patients undergoing major elective surgery, offering digital education, progress evaluation, and clinician intervention.
May-2023: Roche UK, a subsidiary of F. Hoffmann-La Roche Ltd., partnered with Nye Health, digital health technology company, to co-create adaptive digital solutions, integrating information from smartphones, wearables, and medical records for a comprehensive view of patients' health outside traditional clinical settings.
May-2022: Nuance Communications, Inc. teamed up with The Health Management Academy, a community made up of healthcare's most influential changemakers, to establish The AI Collaborative, an industry group dedicated to advancing healthcare through artificial intelligence and machine learning. Leveraging Nuance's expertise and Microsoft's global cloud ecosystems, the collaboration aimed to accelerate innovation and deploy solutions more efficiently across various industries, addressing customers' pressing challenges on a larger scale.
Apr-2023: Aiva, Inc. partnered with Vibe Health by eVideon, integrating voice assistants into the Vibe Health platform to create a contactless smart room in hospitals. This collaboration aimed to enhance labor efficiency and patient experience by allowing voice-assisted technology to handle basic patient needs, freeing up clinicians from ancillary tasks.
Mar-2023: American Well Corporation teamed up with DarioHealth Corp., a global digital therapeutics leader, to offer its cardiometabolic solution to Amwell customers. This integration aimed to enhance the member journey by providing Dario's cardiometabolic solution within Amwell's comprehensive portfolio of care solutions and clinician network.
Jul-2022: Health Catalyst, Inc. partnered with LifePoint Health, a healthcare delivery network with 63 community hospital campuses. The collaboration aimed to utilize Health Catalyst's technology to reduce clinical outcome variation, enhance overall care quality, and strengthen LifePoint's data and analytics capabilities for its National Quality Program.
May-2022: Health Catalyst, Inc. partnered with RAI Digital, a multinational consulting firm addressing regional concerns in the Middle East. The collaboration aimed to scale Health Catalyst's data and analytics technology across Saudi Arabia, the United Arab Emirates, and Qatar, expanding potential customers through RAI Digital's reach.
Mar-2022: American Well Corporation collaborated with LG Electronics, a subsidiary of LG Corporation, to develop digital health devices, beginning with U.S. hospital care. LG created devices to host services from Amwell's virtual care platform, Converge, as part of the partnership.
Dec-2021: Roche signed a Memorandum of Understanding (MoU) with Microsoft Corporation, a leader in health and technology, to enhance healthcare outcomes using artificial intelligence (AI) and cloud technology. The collaboration aimed to explore AI solutions for early diagnosis, innovation, and optimizing the patient journey beyond treatment.
Jul-2021: Upfront Healthcare Services and Firstsource Solutions Limited, a global provider of Business Process Management (BPM) services, collaborated to offer personalized patient navigation, addressing challenges like medication adherence and reducing gaps in care. This partnership aimed to alleviate patient communication fatigue, contributing to improved health outcomes and reduced healthcare costs.
May-2021: Nuance Communications extended collaboration with Athenahealth, Inc., a developer of cloud-based practice management, point-of-care mobile applications, and EHR systems, to integrate its cloud-based Dragon Medical into the AthenaOne EHR and Mobile App. The integration aimed to provide a seamless, voice-driven experience for AthenaOne Dictation users, reducing documentation time and workload for clinicians and enhancing patient experiences.
Feb-2021: F. Hoffmann-La Roche Ltd. partnered with PatchAi, a stand-alone software that consists of a mobile app for patients and a web control panel, to introduce a digital solution, PatchAi for Smart Health Companion (SHC), incorporating a virtual assistant that engages oncology patients through empathic AI-driven conversations. The solution focused on enhancing self-management with features like daily diary tracking, adherence management, and generating real-world evidence through conversational reported outcomes.
Oct-2020: Cerner Corporation collaborated with Induction Healthcare, a leading healthcare technology company that helps healthcare professionals, enhancing the healthcare experience for patients and professionals. The partnership with Zesty aimed to streamline processes, showcasing Cerner's dedication to innovation and improving outcomes for individuals.
Sep-2020: American Well Corporation extended its collaboration with Tyto Care, the healthcare industry's first all-in-one modular device and examination platform for AI-powered, introducing exclusive integrations and enhanced workflows for virtual patient examinations on the Amwell platform. Additionally, Amwell also became a reseller of Tyto Care's integrated devices.
Aug-2020: Cerner Corporation partnered with Amazon, an American multinational technology company, to facilitate the acquisition of patient-generated health data from Amazon Halo wearables. The collaboration allowed data to flow through the AWS Cloud into Cerner's EHR and other technologies, improving accessibility for medical providers.
Jul-2020: Cerner Corporation expanded its collaboration with Nuance Communications, integrating Nuance's virtual assistant into the Cerner Millennium electronic health record. This enhanced integration allowed joint clients to use advanced natural language virtual assistant technology, enabling clinicians to navigate the EHR using voice commands and improving patient-clinician interaction.
Product Launches and Product Expansions:
Mar-2023: Nuance Communications, Inc. launched Dragon Ambient eXperience (DAX) Express, a fully automated clinical documentation app integrating conversational and ambient AI, powered by OpenAI's GPT-4. A continuation of the Dragon Medical portfolio, DAX Express aimed to reduce administrative tasks, empowering clinicians to focus more on patient care and less on paperwork.
Jul-2022: Infermedica Sp. z o.o. launched its Medical Guidance Platform, incorporating new modules and features to support the entire patient-care journey. Utilizing clinically validated technology, the platform aimed to deliver personalized care from initial symptoms to post-visit communication and treatment. Infermedica's solutions, developed in collaboration with customers and partners, have been utilized by over 10 million people worldwide.
Jun-2021: Infermedica Sp. z o.o. introduced a pediatrics solution for preliminary diagnosis and triage of infants, toddlers, and children, extending primary healthcare recommendations from birth and offering family support. Additionally, the solution is accessible globally in 18 languages, which has led to an expanded geographical presence in other regions.
Jan-2021: Nuance Communications, Inc. introduced an AI-powered virtual assistant for a unified healthcare experience across various platforms. The platform, designed to modernize clinical care and boost patient engagement, integrated with key health systems, including electronic health records (EHR), customer relationship management (CRM) systems, and patient access center systems.
Jan-2020: Infermedica Sp. z o.o. expanded its reach to the Middle East and beyond by introducing an Arabic version of its diagnostic technology. This made the AI-powered symptom checker accessible to millions worldwide. The Arabic language was incorporated into all Infermedica's products, including Symptom Checker, Call Center Triage, and Medical API, following their initial offerings in various languages.
Acquisition and Mergers:
Apr-2023: Ada Health GmbH acquired dhiOmics, a technology start-up operating with the aim of solving real-world business problems, to establish a global data and AI delivery hub, bolstering digital transformation capabilities. The hub utilized customer data platforms, marketing cloud, and customer engagement platforms, with specialized teams in data engineering, artificial intelligence, machine learning (AI/ML), and cloud infrastructure, enabling ADA to deliver to global clients with increased scale and speed.
Aug-2022: Upfront acquired PatientBond, a healthcare consumer science leader, consolidating into a single enterprise technology solution for patient acquisition and loyalty. This acquisition accelerated Upfront's next-generation personalization platform, combining with PatientBond's consumer insights to enhance patient-provider relationships, resulting in improved acquisition, retention, and overall experience.
Feb-2022: Health Catalyst, Inc. intended to acquire KPI Ninja, an interoperability and population health vendor. The companies aimed to enhance speed and cost efficiency for customers seeking data-driven insights.
Jun-2021: Health Catalyst, Inc. entered into a definitive agreement to acquire Twistle, Inc., an Albuquerque, New Mexico-based healthcare patient engagement SaaS technology company. Through this acquisition Health Catalyst expanded geographical expansion with the addition of Twistle. Additionally, Twistle creates vital software for engaged healthcare experiences in organizations.
Feb-2021: Nuance Communications, Inc. acquired Saykara, Inc., a fellow startup specializing in mobile AI assistants. This acquisition reinforced Nuance's leadership in conversational AI and ambient clinical intelligence solutions, with a focus on reducing clinician burnout, enhancing patient experiences, and improving health system financial integrity.
Geographical Expansions:
Oct-2022: Roche Pharma, a subsidiary of F. Hoffmann-La Roche Ltd., established the Global Analytics and Technology Center of Excellence (GATE) in India, marking it as the second center in the country. Additionally, the center collaborated with Roche's global affiliates to enhance knowledge in the healthcare space, contributing to improved customer engagement, patient experience, and business outcomes.
Scope of the Study
Market Segments covered in the Report:
By Delivery Type
- Cloud-based
- On-premise
By Technology
- Chatbots
- NLP (Natural Language Processing)
- Computer Vision
By Application
- Outpatient Health Management
- In-patient Health Management
- Population Health Management
- Others
By Therapeutic Area
- Health & Wellness
- Chronic Disease Management
- Others
By End-use
- Providers
- Payers
- Others
By Functionality
- Communication
- Administrative
- Patient Education
- Billing & Payments
- Health Tracking & Insights
- Others
By Geography
- North America
- US
- Canada
- Mexico
- Rest of North America
- Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
- Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
- LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
Companies Profiled
- Cerner Corporation
- Nuance Communications, Inc.
- Health Catalyst, Inc.
- F. Hoffmann-La Roche Ltd.
- Ada Health GmbH
- Lark Technologies, Inc.
- Upfront Healthcare Services
- Infermedica Sp. z o.o.
- Aiva, Inc.
- American Well Corporation (Amwell)
Unique Offerings from KBV Research
- Exhaustive coverage
- Highest number of market tables and figures
- Subscription based model available
- Guaranteed best price
- Assured post sales research support with 10% customization free
Table of Contents
Chapter 1. Market Scope & Methodology
- 1.1 Market Definition
- 1.2 Objectives
- 1.3 Market Scope
- 1.4 Segmentation
- 1.4.1 Global AI In Patient Engagement Market, by Delivery Type
- 1.4.2 Global AI In Patient Engagement Market, by Technology
- 1.4.3 Global AI In Patient Engagement Market, by Application
- 1.4.4 Global AI In Patient Engagement Market, by Therapeutic Area
- 1.4.5 Global AI In Patient Engagement Market, by End-use
- 1.4.6 Global AI In Patient Engagement Market, by Functionality
- 1.4.7 Global AI In Patient Engagement Market, by Geography
- 1.5 Methodology for the research
Chapter 2. Market at a Glance
- 2.1 Key highlights
Chapter 3. Market Overview
- 3.1 Introduction
- 3.1.1 Overview
- 3.1.1.1 Market Composition and Scenario
- 3.1.1 Overview
- 3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
Chapter 4. Competition Analysis - Global
- 4.1 KBV Cardinal Matrix
- 4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
- 4.2.4 Geographical Expansion
- 4.3 Market Share Analysis, 2022
- 4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2019, Oct - 2023, Oct) Leading Players
- 4.5 Porter's Five Forces Analysis
Chapter 5. Global AI In Patient Engagement Market by Delivery Type
- 5.1 Global Cloud-based Market by Region
- 5.2 Global On-premise Market by Region
Chapter 6. Global AI In Patient Engagement Market by Technology
- 6.1 Global Chatbots Market by Region
- 6.2 Global NLP (Natural Language Processing) Market by Region
- 6.3 Global Computer Vision Market by Region
Chapter 7. Global AI In Patient Engagement Market by Application
- 7.1 Global Outpatient Health Management Market by Region
- 7.2 Global In-patient Health Management Market by Region
- 7.3 Global Population Health Management Market by Region
- 7.4 Global Others Market by Region
Chapter 8. Global AI In Patient Engagement Market by Therapeutic Area
- 8.1 Global Health & Wellness Market by Region
- 8.2 Global Chronic Disease Management Market by Region
- 8.3 Global Others Market by Region
Chapter 9. Global AI In Patient Engagement Market by End-use
- 9.1 Global Providers Market by Region
- 9.2 Global Payers Market by Region
- 9.3 Global Others Market by Region
Chapter 10. Global AI In Patient Engagement Market by Functionality
- 10.1 Global Communication Market by Region
- 10.2 Global Administrative Market by Region
- 10.3 Global Patient Education Market by Region
- 10.4 Global Billing & Payments Market by Region
- 10.5 Global Health Tracking & Insights Market by Region
- 10.6 Global Others Market by Region
Chapter 11. Global AI In Patient Engagement Market by Region
- 11.1 North America AI In Patient Engagement Market
- 11.1.1 North America AI In Patient Engagement Market by Delivery Type
- 11.1.1.1 North America Cloud-based Market by Region
- 11.1.1.2 North America On-premise Market by Region
- 11.1.2 North America AI In Patient Engagement Market by Technology
- 11.1.2.1 North America Chatbots Market by Country
- 11.1.2.2 North America NLP (Natural Language Processing) Market by Country
- 11.1.2.3 North America Computer Vision Market by Country
- 11.1.3 North America AI In Patient Engagement Market by Application
- 11.1.3.1 North America Outpatient Health Management Market by Country
- 11.1.3.2 North America In-patient Health Management Market by Country
- 11.1.3.3 North America Population Health Management Market by Country
- 11.1.3.4 North America Others Market by Country
- 11.1.4 North America AI In Patient Engagement Market by Therapeutic Area
- 11.1.4.1 North America Health & Wellness Market by Country
- 11.1.4.2 North America Chronic Disease Management Market by Country
- 11.1.4.3 North America Others Market by Country
- 11.1.5 North America AI In Patient Engagement Market by End-use
- 11.1.5.1 North America Providers Market by Country
- 11.1.5.2 North America Payers Market by Country
- 11.1.5.3 North America Others Market by Country
- 11.1.6 North America AI In Patient Engagement Market by Functionality
- 11.1.6.1 North America Communication Market by Country
- 11.1.6.2 North America Administrative Market by Country
- 11.1.6.3 North America Patient Education Market by Country
- 11.1.6.4 North America Billing & Payments Market by Country
- 11.1.6.5 North America Health Tracking & Insights Market by Country
- 11.1.6.6 North America Others Market by Country
- 11.1.7 North America AI In Patient Engagement Market by Country
- 11.1.7.1 US AI In Patient Engagement Market
- 11.1.7.1.1 US AI In Patient Engagement Market by Delivery Type
- 11.1.7.1.2 US AI In Patient Engagement Market by Technology
- 11.1.7.1.3 US AI In Patient Engagement Market by Application
- 11.1.7.1.4 US AI In Patient Engagement Market by Therapeutic Area
- 11.1.7.1.5 US AI In Patient Engagement Market by End-use
- 11.1.7.1.6 US AI In Patient Engagement Market by Functionality
- 11.1.7.2 Canada AI In Patient Engagement Market
- 11.1.7.2.1 Canada AI In Patient Engagement Market by Delivery Type
- 11.1.7.2.2 Canada AI In Patient Engagement Market by Technology
- 11.1.7.2.3 Canada AI In Patient Engagement Market by Application
- 11.1.7.2.4 Canada AI In Patient Engagement Market by Therapeutic Area
- 11.1.7.2.5 Canada AI In Patient Engagement Market by End-use
- 11.1.7.2.6 Canada AI In Patient Engagement Market by Functionality
- 11.1.7.3 Mexico AI In Patient Engagement Market
- 11.1.7.3.1 Mexico AI In Patient Engagement Market by Delivery Type
- 11.1.7.3.2 Mexico AI In Patient Engagement Market by Technology
- 11.1.7.3.3 Mexico AI In Patient Engagement Market by Application
- 11.1.7.3.4 Mexico AI In Patient Engagement Market by Therapeutic Area
- 11.1.7.3.5 Mexico AI In Patient Engagement Market by End-use
- 11.1.7.3.6 Mexico AI In Patient Engagement Market by Functionality
- 11.1.7.4 Rest of North America AI In Patient Engagement Market
- 11.1.7.4.1 Rest of North America AI In Patient Engagement Market by Delivery Type
- 11.1.7.4.2 Rest of North America AI In Patient Engagement Market by Technology
- 11.1.7.4.3 Rest of North America AI In Patient Engagement Market by Application
- 11.1.7.4.4 Rest of North America AI In Patient Engagement Market by Therapeutic Area
- 11.1.7.4.5 Rest of North America AI In Patient Engagement Market by End-use
- 11.1.7.4.6 Rest of North America AI In Patient Engagement Market by Functionality
- 11.1.7.1 US AI In Patient Engagement Market
- 11.1.1 North America AI In Patient Engagement Market by Delivery Type
- 11.2 Europe AI In Patient Engagement Market
- 11.2.1 Europe AI In Patient Engagement Market by Delivery Type
- 11.2.1.1 Europe Cloud-based Market by Country
- 11.2.1.2 Europe On-premise Market by Country
- 11.2.2 Europe AI In Patient Engagement Market by Technology
- 11.2.2.1 Europe Chatbots Market by Country
- 11.2.2.2 Europe NLP (Natural Language Processing) Market by Country
- 11.2.2.3 Europe Computer Vision Market by Country
- 11.2.3 Europe AI In Patient Engagement Market by Application
- 11.2.3.1 Europe Outpatient Health Management Market by Country
- 11.2.3.2 Europe In-patient Health Management Market by Country
- 11.2.3.3 Europe Population Health Management Market by Country
- 11.2.3.4 Europe Others Market by Country
- 11.2.4 Europe AI In Patient Engagement Market by Therapeutic Area
- 11.2.4.1 Europe Health & Wellness Market by Country
- 11.2.4.2 Europe Chronic Disease Management Market by Country
- 11.2.4.3 Europe Others Market by Country
- 11.2.5 Europe AI In Patient Engagement Market by End-use
- 11.2.5.1 Europe Providers Market by Country
- 11.2.5.2 Europe Payers Market by Country
- 11.2.5.3 Europe Others Market by Country
- 11.2.6 Europe AI In Patient Engagement Market by Functionality
- 11.2.6.1 Europe Communication Market by Country
- 11.2.6.2 Europe Administrative Market by Country
- 11.2.6.3 Europe Patient Education Market by Country
- 11.2.6.4 Europe Billing & Payments Market by Country
- 11.2.6.5 Europe Health Tracking & Insights Market by Country
- 11.2.6.6 Europe Others Market by Country
- 11.2.7 Europe AI In Patient Engagement Market by Country
- 11.2.7.1 Germany AI In Patient Engagement Market
- 11.2.7.1.1 Germany AI In Patient Engagement Market by Delivery Type
- 11.2.7.1.2 Germany AI In Patient Engagement Market by Technology
- 11.2.7.1.3 Germany AI In Patient Engagement Market by Application
- 11.2.7.1.4 Germany AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.1.5 Germany AI In Patient Engagement Market by End-use
- 11.2.7.1.6 Germany AI In Patient Engagement Market by Functionality
- 11.2.7.2 UK AI In Patient Engagement Market
- 11.2.7.2.1 UK AI In Patient Engagement Market by Delivery Type
- 11.2.7.2.2 UK AI In Patient Engagement Market by Technology
- 11.2.7.2.3 UK AI In Patient Engagement Market by Application
- 11.2.7.2.4 UK AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.2.5 UK AI In Patient Engagement Market by End-use
- 11.2.7.2.6 UK AI In Patient Engagement Market by Functionality
- 11.2.7.3 France AI In Patient Engagement Market
- 11.2.7.3.1 France AI In Patient Engagement Market by Delivery Type
- 11.2.7.3.2 France AI In Patient Engagement Market by Technology
- 11.2.7.3.3 France AI In Patient Engagement Market by Application
- 11.2.7.3.4 France AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.3.5 France AI In Patient Engagement Market by End-use
- 11.2.7.3.6 France AI In Patient Engagement Market by Functionality
- 11.2.7.4 Russia AI In Patient Engagement Market
- 11.2.7.4.1 Russia AI In Patient Engagement Market by Delivery Type
- 11.2.7.4.2 Russia AI In Patient Engagement Market by Technology
- 11.2.7.4.3 Russia AI In Patient Engagement Market by Application
- 11.2.7.4.4 Russia AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.4.5 Russia AI In Patient Engagement Market by End-use
- 11.2.7.4.6 Russia AI In Patient Engagement Market by Functionality
- 11.2.7.5 Spain AI In Patient Engagement Market
- 11.2.7.5.1 Spain AI In Patient Engagement Market by Delivery Type
- 11.2.7.5.2 Spain AI In Patient Engagement Market by Technology
- 11.2.7.5.3 Spain AI In Patient Engagement Market by Application
- 11.2.7.5.4 Spain AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.5.5 Spain AI In Patient Engagement Market by End-use
- 11.2.7.5.6 Spain AI In Patient Engagement Market by Functionality
- 11.2.7.6 Italy AI In Patient Engagement Market
- 11.2.7.6.1 Italy AI In Patient Engagement Market by Delivery Type
- 11.2.7.6.2 Italy AI In Patient Engagement Market by Technology
- 11.2.7.6.3 Italy AI In Patient Engagement Market by Application
- 11.2.7.6.4 Italy AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.6.5 Italy AI In Patient Engagement Market by End-use
- 11.2.7.6.6 Italy AI In Patient Engagement Market by Functionality
- 11.2.7.7 Rest of Europe AI In Patient Engagement Market
- 11.2.7.7.1 Rest of Europe AI In Patient Engagement Market by Delivery Type
- 11.2.7.7.2 Rest of Europe AI In Patient Engagement Market by Technology
- 11.2.7.7.3 Rest of Europe AI In Patient Engagement Market by Application
- 11.2.7.7.4 Rest of Europe AI In Patient Engagement Market by Therapeutic Area
- 11.2.7.7.5 Rest of Europe AI In Patient Engagement Market by End-use
- 11.2.7.7.6 Rest of Europe AI In Patient Engagement Market by Functionality
- 11.2.7.1 Germany AI In Patient Engagement Market
- 11.2.1 Europe AI In Patient Engagement Market by Delivery Type
- 11.3 Asia Pacific AI In Patient Engagement Market
- 11.3.1 Asia Pacific AI In Patient Engagement Market by Delivery Type
- 11.3.1.1 Asia Pacific Cloud-based Market by Country
- 11.3.1.2 Asia Pacific On-premise Market by Country
- 11.3.2 Asia Pacific AI In Patient Engagement Market by Technology
- 11.3.2.1 Asia Pacific Chatbots Market by Country
- 11.3.2.2 Asia Pacific NLP (Natural Language Processing) Market by Country
- 11.3.2.3 Asia Pacific Computer Vision Market by Country
- 11.3.3 Asia Pacific AI In Patient Engagement Market by Application
- 11.3.3.1 Asia Pacific Outpatient Health Management Market by Country
- 11.3.3.2 Asia Pacific In-patient Health Management Market by Country
- 11.3.3.3 Asia Pacific Population Health Management Market by Country
- 11.3.3.4 Asia Pacific Others Market by Country
- 11.3.4 Asia Pacific AI In Patient Engagement Market by Therapeutic Area
- 11.3.4.1 Asia Pacific Health & Wellness Market by Country
- 11.3.4.2 Asia Pacific Chronic Disease Management Market by Country
- 11.3.4.3 Asia Pacific Others Market by Country
- 11.3.5 Asia Pacific AI In Patient Engagement Market by End-use
- 11.3.5.1 Asia Pacific Providers Market by Country
- 11.3.5.2 Asia Pacific Payers Market by Country
- 11.3.5.3 Asia Pacific Others Market by Country
- 11.3.6 Asia Pacific AI In Patient Engagement Market by Functionality
- 11.3.6.1 Asia Pacific Communication Market by Country
- 11.3.6.2 Asia Pacific Administrative Market by Country
- 11.3.6.3 Asia Pacific Patient Education Market by Country
- 11.3.6.4 Asia Pacific Billing & Payments Market by Country
- 11.3.6.5 Asia Pacific Health Tracking & Insights Market by Country
- 11.3.6.6 Asia Pacific Others Market by Country
- 11.3.7 Asia Pacific AI In Patient Engagement Market by Country
- 11.3.7.1 China AI In Patient Engagement Market
- 11.3.7.1.1 China AI In Patient Engagement Market by Delivery Type
- 11.3.7.1.2 China AI In Patient Engagement Market by Technology
- 11.3.7.1.3 China AI In Patient Engagement Market by Application
- 11.3.7.1.4 China AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.1.5 China AI In Patient Engagement Market by End-use
- 11.3.7.1.6 China AI In Patient Engagement Market by Functionality
- 11.3.7.2 Japan AI In Patient Engagement Market
- 11.3.7.2.1 Japan AI In Patient Engagement Market by Delivery Type
- 11.3.7.2.2 Japan AI In Patient Engagement Market by Technology
- 11.3.7.2.3 Japan AI In Patient Engagement Market by Application
- 11.3.7.2.4 Japan AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.2.5 Japan AI In Patient Engagement Market by End-use
- 11.3.7.2.6 Japan AI In Patient Engagement Market by Functionality
- 11.3.7.3 India AI In Patient Engagement Market
- 11.3.7.3.1 India AI In Patient Engagement Market by Delivery Type
- 11.3.7.3.2 India AI In Patient Engagement Market by Technology
- 11.3.7.3.3 India AI In Patient Engagement Market by Application
- 11.3.7.3.4 India AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.3.5 India AI In Patient Engagement Market by End-use
- 11.3.7.3.6 India AI In Patient Engagement Market by Functionality
- 11.3.7.4 South Korea AI In Patient Engagement Market
- 11.3.7.4.1 South Korea AI In Patient Engagement Market by Delivery Type
- 11.3.7.4.2 South Korea AI In Patient Engagement Market by Technology
- 11.3.7.4.3 South Korea AI In Patient Engagement Market by Application
- 11.3.7.4.4 South Korea AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.4.5 South Korea AI In Patient Engagement Market by End-use
- 11.3.7.4.6 South Korea AI In Patient Engagement Market by Functionality
- 11.3.7.5 Singapore AI In Patient Engagement Market
- 11.3.7.5.1 Singapore AI In Patient Engagement Market by Delivery Type
- 11.3.7.5.2 Singapore AI In Patient Engagement Market by Technology
- 11.3.7.5.3 Singapore AI In Patient Engagement Market by Application
- 11.3.7.5.4 Singapore AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.5.5 Singapore AI In Patient Engagement Market by End-use
- 11.3.7.5.6 Singapore AI In Patient Engagement Market by Functionality
- 11.3.7.6 Malaysia AI In Patient Engagement Market
- 11.3.7.6.1 Malaysia AI In Patient Engagement Market by Delivery Type
- 11.3.7.6.2 Malaysia AI In Patient Engagement Market by Technology
- 11.3.7.6.3 Malaysia AI In Patient Engagement Market by Application
- 11.3.7.6.4 Malaysia AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.6.5 Malaysia AI In Patient Engagement Market by End-use
- 11.3.7.6.6 Malaysia AI In Patient Engagement Market by Functionality
- 11.3.7.7 Rest of Asia Pacific AI In Patient Engagement Market
- 11.3.7.7.1 Rest of Asia Pacific AI In Patient Engagement Market by Delivery Type
- 11.3.7.7.2 Rest of Asia Pacific AI In Patient Engagement Market by Technology
- 11.3.7.7.3 Rest of Asia Pacific AI In Patient Engagement Market by Application
- 11.3.7.7.4 Rest of Asia Pacific AI In Patient Engagement Market by Therapeutic Area
- 11.3.7.7.5 Rest of Asia Pacific AI In Patient Engagement Market by End-use
- 11.3.7.7.6 Rest of Asia Pacific AI In Patient Engagement Market by Functionality
- 11.3.7.1 China AI In Patient Engagement Market
- 11.3.1 Asia Pacific AI In Patient Engagement Market by Delivery Type
- 11.4 LAMEA AI In Patient Engagement Market
- 11.4.1 LAMEA AI In Patient Engagement Market by Delivery Type
- 11.4.1.1 LAMEA Cloud-based Market by Country
- 11.4.1.2 LAMEA On-premise Market by Country
- 11.4.2 LAMEA AI In Patient Engagement Market by Technology
- 11.4.2.1 LAMEA Chatbots Market by Country
- 11.4.2.2 LAMEA NLP (Natural Language Processing) Market by Country
- 11.4.2.3 LAMEA Computer Vision Market by Country
- 11.4.3 LAMEA AI In Patient Engagement Market by Application
- 11.4.3.1 LAMEA Outpatient Health Management Market by Country
- 11.4.3.2 LAMEA In-patient Health Management Market by Country
- 11.4.3.3 LAMEA Population Health Management Market by Country
- 11.4.3.4 LAMEA Others Market by Country
- 11.4.4 LAMEA AI In Patient Engagement Market by Therapeutic Area
- 11.4.4.1 LAMEA Health & Wellness Market by Country
- 11.4.4.2 LAMEA Chronic Disease Management Market by Country
- 11.4.4.3 LAMEA Others Market by Country
- 11.4.5 LAMEA AI In Patient Engagement Market by End-use
- 11.4.5.1 LAMEA Providers Market by Country
- 11.4.5.2 LAMEA Payers Market by Country
- 11.4.5.3 LAMEA Others Market by Country
- 11.4.6 LAMEA AI In Patient Engagement Market by Functionality
- 11.4.6.1 LAMEA Communication Market by Country
- 11.4.6.2 LAMEA Administrative Market by Country
- 11.4.6.3 LAMEA Patient Education Market by Country
- 11.4.6.4 LAMEA Billing & Payments Market by Country
- 11.4.6.5 LAMEA Health Tracking & Insights Market by Country
- 11.4.6.6 LAMEA Others Market by Country
- 11.4.7 LAMEA AI In Patient Engagement Market by Country
- 11.4.7.1 Brazil AI In Patient Engagement Market
- 11.4.7.1.1 Brazil AI In Patient Engagement Market by Delivery Type
- 11.4.7.1.2 Brazil AI In Patient Engagement Market by Technology
- 11.4.7.1.3 Brazil AI In Patient Engagement Market by Application
- 11.4.7.1.4 Brazil AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.1.5 Brazil AI In Patient Engagement Market by End-use
- 11.4.7.1.6 Brazil AI In Patient Engagement Market by Functionality
- 11.4.7.2 Argentina AI In Patient Engagement Market
- 11.4.7.2.1 Argentina AI In Patient Engagement Market by Delivery Type
- 11.4.7.2.2 Argentina AI In Patient Engagement Market by Technology
- 11.4.7.2.3 Argentina AI In Patient Engagement Market by Application
- 11.4.7.2.4 Argentina AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.2.5 Argentina AI In Patient Engagement Market by End-use
- 11.4.7.2.6 Argentina AI In Patient Engagement Market by Functionality
- 11.4.7.3 UAE AI In Patient Engagement Market
- 11.4.7.3.1 UAE AI In Patient Engagement Market by Delivery Type
- 11.4.7.3.2 UAE AI In Patient Engagement Market by Technology
- 11.4.7.3.3 UAE AI In Patient Engagement Market by Application
- 11.4.7.3.4 UAE AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.3.5 UAE AI In Patient Engagement Market by End-use
- 11.4.7.3.6 UAE AI In Patient Engagement Market by Functionality
- 11.4.7.4 Saudi Arabia AI In Patient Engagement Market
- 11.4.7.4.1 Saudi Arabia AI In Patient Engagement Market by Delivery Type
- 11.4.7.4.2 Saudi Arabia AI In Patient Engagement Market by Technology
- 11.4.7.4.3 Saudi Arabia AI In Patient Engagement Market by Application
- 11.4.7.4.4 Saudi Arabia AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.4.5 Saudi Arabia AI In Patient Engagement Market by End-use
- 11.4.7.4.6 Saudi Arabia AI In Patient Engagement Market by Functionality
- 11.4.7.5 South Africa AI In Patient Engagement Market
- 11.4.7.5.1 South Africa AI In Patient Engagement Market by Delivery Type
- 11.4.7.5.2 South Africa AI In Patient Engagement Market by Technology
- 11.4.7.5.3 South Africa AI In Patient Engagement Market by Application
- 11.4.7.5.4 South Africa AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.5.5 South Africa AI In Patient Engagement Market by End-use
- 11.4.7.5.6 South Africa AI In Patient Engagement Market by Functionality
- 11.4.7.6 Nigeria AI In Patient Engagement Market
- 11.4.7.6.1 Nigeria AI In Patient Engagement Market by Delivery Type
- 11.4.7.6.2 Nigeria AI In Patient Engagement Market by Technology
- 11.4.7.6.3 Nigeria AI In Patient Engagement Market by Application
- 11.4.7.6.4 Nigeria AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.6.5 Nigeria AI In Patient Engagement Market by End-use
- 11.4.7.6.6 Nigeria AI In Patient Engagement Market by Functionality
- 11.4.7.7 Rest of LAMEA AI In Patient Engagement Market
- 11.4.7.7.1 Rest of LAMEA AI In Patient Engagement Market by Delivery Type
- 11.4.7.7.2 Rest of LAMEA AI In Patient Engagement Market by Technology
- 11.4.7.7.3 Rest of LAMEA AI In Patient Engagement Market by Application
- 11.4.7.7.4 Rest of LAMEA AI In Patient Engagement Market by Therapeutic Area
- 11.4.7.7.5 Rest of LAMEA AI In Patient Engagement Market by End-use
- 11.4.7.7.6 Rest of LAMEA AI In Patient Engagement Market by Functionality
- 11.4.7.1 Brazil AI In Patient Engagement Market
- 11.4.1 LAMEA AI In Patient Engagement Market by Delivery Type
Chapter 12. Company Profiles
- 12.1 Oracle Corporation (Cerner Corporation)
- 12.1.1 Company Overview
- 12.1.2 Financial Analysis
- 12.1.3 Segmental and Regional Analysis
- 12.1.4 Research & Development Expense
- 12.1.5 Recent strategies and developments:
- 12.1.5.1 Partnerships, Collaborations, and Agreements:
- 12.1.6 SWOT Analysis
- 12.2 Nuance Communications, Inc. (Microsoft Corporation)
- 12.2.1 Company Overview
- 12.2.2 Financial Analysis
- 12.2.3 Segmental and Regional Analysis
- 12.2.4 Research & Development Expenses
- 12.2.5 Recent strategies and developments:
- 12.2.5.1 Partnerships, Collaborations, and Agreements:
- 12.2.5.2 Product Launches and Product Expansions:
- 12.2.5.3 Acquisition and Mergers:
- 12.2.6 SWOT Analysis
- 12.3 Health Catalyst, Inc.
- 12.3.1 Company Overview
- 12.3.2 Financial Analysis
- 12.3.3 Segmental Analysis
- 12.3.4 Research & Development Expenses
- 12.3.5 Recent strategies and developments:
- 12.3.5.1 Partnerships, Collaborations, and Agreements:
- 12.3.5.2 Acquisition and Mergers:
- 12.3.6 SWOT Analysis
- 12.4 F. Hoffmann-La Roche Ltd.
- 12.4.1 Company Overview
- 12.4.2 Financial Analysis
- 12.4.3 Segmental and Regional Analysis
- 12.4.4 Research & Development Expense
- 12.4.5 Recent strategies and developments:
- 12.4.5.1 Partnerships, Collaborations, and Agreements:
- 12.4.5.2 Geographical Expansions:
- 12.4.6 SWOT Analysis
- 12.5 Ada Health GmbH
- 12.5.1 Company Overview
- 12.5.2 Recent strategies and developments:
- 12.5.2.1 Acquisition and Mergers:
- 12.5.3 SWOT Analysis
- 12.6 Lark Technologies, Inc.
- 12.6.1 Company Overview
- 12.6.2 SWOT Analysis
- 12.7 Upfront Healthcare Services (PatientBond)
- 12.7.1 Company Overview
- 12.7.2 Recent strategies and developments:
- 12.7.2.1 Partnerships, Collaborations, and Agreements:
- 12.7.2.2 Acquisition and Mergers:
- 12.7.3 SWOT Analysis
- 12.8 Infermedica Sp. z o.o.
- 12.8.1 Company Overview
- 12.8.2 Recent strategies and developments:
- 12.8.2.1 Product Launches and Product Expansions:
- 12.9 Aiva, Inc.
- 12.9.1 Company Overview
- 12.9.2 Recent strategies and developments:
- 12.9.2.1 Partnerships, Collaborations, and Agreements:
- 12.10. American Well Corporation (Amwell)
- 12.10.1 Company Overview
- 12.10.2 Financial Analysis
- 12.10.3 Research & Development Expenses
- 12.10.4 Recent strategies and developments:
- 12.10.4.1 Partnerships, Collaborations, and Agreements:
- 12.10.5 SWOT Analysis
