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バイオ医療における人工知能市場：コンポーネント別、技術別、用途別、最終用途別、国別、地域別 - 産業分析、市場規模、市場シェア、2024年～2032年の予測

Artificial Intelligence in Biomedical Market, By Component, By Technology, By Application, By End Use, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

出版日
ページ情報
英文 284 Pages
納期
2～3営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=143.57円
バイオ医療における人工知能市場：コンポーネント別、技術別、用途別、最終用途別、国別、地域別 - 産業分析、市場規模、市場シェア、2024年～2032年の予測
出版日: 2024年06月04日
発行: AnalystView Market Insights
ページ情報: 英文 284 Pages
納期: 2～3営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

レポートハイライト

バイオ医療における人工知能市場規模は2023年に38億9,043万米ドルとなり、2024年から2032年にかけてCAGR 23.90％で拡大

バイオ医療における人工知能市場-市場力学

電子カルテ（EHR）から得られるヘルスケアデータの急速な拡大が市場需要を促進

電子カルテ（EHR）、医療画像スキャン、ウェアラブルデバイス、ゲノムシーケンスから得られるヘルスケアデータの急速な拡大は、実用的な洞察を抽出し、臨床上の意思決定をサポートするAI搭載ソリューションに大きな機会を与えています。2023年5月の世界経済フォーラム（World Economic Forum）の推計によると、2030年までに世界のヘルスケア従事者は1,000万人に不足すると予測されます。政府のイニシアチブは、COVID-19の影響や技術協力の増加、M&A（合併・買収）活動と相まって、ヘルスケアにおけるAIの採用を加速させています。AIとMLアルゴリズムは、パーソナライズされた患者データを用いたCOVID-19陽性事例の検出など、迅速かつ正確な診断のためにますます活用されるようになっています。例えば、2020年のNCBIによる研究では、AIベースのアルゴリズムが、当初ヘルスケア専門家が見逃していたCOVID-19陽性症例の68％を正確に特定したことが実証されました。AIとML技術の統合は、患者ケアを改善し、業務のダウンタイムを削減し、ヘルスケアコストを削減することを目的としており、その結果、市場の成長を促進します。パンデミックは、診断、患者管理、投薬モニタリング、請求処理、ワークフロー最適化、機械統合、サイバーセキュリティなど、さまざまなヘルスケア領域でAIベースのソリューションの導入を促進しています。

バイオ医療における人工知能 - 主な洞察

当社のリサーチアナリストが共有した分析によると、世界市場は予測期間（2024年～2032年）に約23.90%のCAGRで毎年成長すると推定されます。

コンポーネント別では、ソフトウェアソリューションが2023年に最大の市場シェアを示すと予測されました。

技術セグメント別では、2023年に機械学習が主要なタイプでした。

地域別では、北米が2023年に主要な収益源となった。

バイオ医療における人工知能市場 - セグメンテーション分析：

バイオ医療における人工知能の世界市場は、コンポーネント、技術、用途、最終用途、地域に基づいてセグメント化されます。

市場はコンポーネントに基づいて3つのカテゴリーに分けられます：ハードウェア（プロセッサー、メモリー、ネットワーク）、ソフトウェアソリューション（AIプラットフォーム、AIソリューション）、サービス（導入・統合、サポート・メンテナンス、その他）。ヘルスケアAI市場では現在、ソフトウェアソリューションセグメントが優位を占めています。このセグメントには、AIプラットフォームやヘルスケア用途に合わせた特定のAIソリューションが含まれます。ソフトウェアソリューションの優位性は、膨大な量のヘルスケアデータを分析・解釈できる高度なAI技術への需要が高まっていることが背景にあります。AIプラットフォームは、臨床上の意思決定、疾病診断、患者モニタリング、個別化治療計画を支援するAIモデルを開発・展開するための基盤を提供します。さらに、さまざまな医療専門分野や用途向けに設計された特化型AIソリューションが、ソフトウェアソリューション市場をさらに強化しています。こうしたソフトウェア製品の柔軟性と拡張性により、ヘルスケアプロバイダーはAIを既存のワークフローにシームレスに統合し、業務効率と患者の治療成果を高めることができます。機械学習やディープラーニングの革新によってAIが進化を続ける中、ソフトウェアソリューション分野は、ヘルスケア提供における変革的な進歩を可能にすることで、優位性を維持する態勢を整えています。

市場は技術に基づき4つのカテゴリーに分類される：自然言語処理、機械学習、コンテキスト対応コンピューティング、コンピュータビジョンです。2023年には、機械学習技術分野がヘルスケアAI市場の支配的勢力に浮上しました。このセグメントは、電子カルテ（EHR）、医療画像、ゲノムデータ、ウェアラブルデバイスデータなど、ヘルスケア業界で生成される膨大かつ多様なデータセットを分析する優れた能力により、最大のシェアを占めています。MLは、これらのデータセットから貴重な洞察を引き出すことに優れており、ヘルスケアプロバイダーは、患者の転帰を向上させる、情報に基づいたデータ主導の意思決定を行うことができます。MLテクノロジーは、病気の診断、予後予測、治療計画のためのヘルスケアソリューションに広く統合されています。患者データのパターンと相関関係を活用することで、MLモデルは早期の疾患指標を検出し、患者の転帰を予測し、個別化された治療戦略を推奨することができます。この機能により、医療介入の精度、効率、適時性が大幅に改善されます。

バイオ医療における人工知能市場 - 地理的洞察

この市場は、北米、ラテンアメリカ、欧州、アジア太平洋、中東・アフリカを包含する世界規模で運営されています。顧客の国々は、その場所に基づいて市場をさらに絞り込みます。北米は2023年にヘルスケアAI市場を独占し、最大の収益シェアを獲得しました。このリーダーシップは、高度なヘルスケアITインフラ、多額の医療費、AIおよびML技術の広範な採用、支援的な政府のイニシアチブ、強固な資金調達機会、および多数の主要な業界企業の存在に起因しています。人口の高齢化、ライフスタイルの変化、慢性疾患の有病率の上昇、価値ベースのケアに対する需要の増加、AIベースの技術に対する認識の高まりなどの要因が、北米の市場成長をさらに後押ししています。

バイオ医療における人工知能市場 - 競合情勢：

ヘルスケアAI市場は、機械学習（ML）、ディープラーニング、自然言語処理（NLP）、コンピュータビジョンの急速な進歩に牽引された継続的な技術革新が特徴です。これらの進歩は、ヘルスケア向けAI搭載ソリューションの進化において極めて重要です。例えば、2023年6月、Saamaは臨床試験向けに調整された2つの革新的なMLおよびAIベースのソリューションを発表しました。M&A（合併・買収）はヘルスケアAI市場の状況を大きく形成しています。各社は、AIソフトウェアやサービスの提供拡大、市場でのプレゼンス拡大、専門技術や専門知識の獲得などを目的にM&Aを進めています。

目次

第1章 バイオ医療における人工知能市場の概要

  • 調査範囲
  • 市場推定年

第2章 エグゼクティブサマリー

  • 市場内訳
  • 競合考察

第3章 バイオ医療における人工知能の主要市場動向

  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 市場の将来動向

第4章 バイオ医療における人工知能産業調査

  • PEST分析
  • ポーターのファイブフォース分析
  • 成長見通しマッピング
  • 規制枠組み分析

第5章 バイオ医療における人工知能市場： COVID-19の影響分析

  • COVID-19以前の影響分析
  • COVID-19後の影響分析

第6章 バイオ医療における人工知能市場情勢

  • バイオ医療における人工知能の市場シェア分析、2023年
  • 主要メーカー別内訳データ
    • 既存企業の分析
    • 新興企業の分析

第7章 バイオ医療における人工知能市場 - コンポーネント別

  • 概要
    • セグメントシェア分析（コンポーネント別）
    • ハードウェア（プロセッサ、メモリ、ネットワーク）
    • ソフトウェアソリューション（AIプラットフォーム、AIソリューション）
    • サービス（導入と統合、サポートとメンテナンスなど）

第8章 バイオ医療における人工知能市場 - 技術別

  • 概要
    • セグメントシェア分析（技術別）
    • 自然言語処理
    • 機械学習
    • コンテキスト認識コンピューティング
    • コンピュータビジョン
    • その他

第9章 バイオ医療における人工知能市場 - 用途別

  • 概要
    • セグメントシェア分析（用途別）
    • ロボット支援手術
    • バーチャルアシスタント
    • 管理ワークフローアシスタント
    • 接続された医療機器
    • 医療画像診断
    • 臨床試験
    • 不正行為検出
    • サイバーセキュリティ
    • 投薬ミスの削減
    • 精密医療
    • 医薬品の発見と開発
    • ライフスタイル管理と遠隔患者モニタリング
    • ウェアラブル
    • その他（患者エンゲージメント等）

第10章 バイオ医療における人工知能市場 - 最終用途別

  • 概要
    • セグメントシェア分析（最終用途別）
    • ヘルスケア提供者（病院、外来施設など）
    • ヘルスケア支払者
    • ヘルスケア企業（医薬品、バイオテクノロジー、医療機器）
    • 患者
    • その他

第11章 バイオ医療における人工知能市場 - 地域別

  • イントロダクション
  • 北米
    • 概要
    • 北米の主要メーカー
    • 米国
    • カナダ
  • 欧州
    • 概要
    • 欧州の主要メーカー
    • ドイツ
    • イタリア
    • 英国
    • フランス
    • ロシア
    • オランダ
    • スウェーデン
    • ポーランド
    • その他
  • アジア太平洋
    • 概要
    • アジア太平洋の主要メーカー
    • インド
    • 中国
    • 日本
    • 韓国
    • オーストラリア
    • タイ
    • インドネシア
    • フィリピン
    • その他
  • ラテンアメリカ
    • 概要
    • ラテンアメリカの主要メーカー
    • ブラジル
    • メキシコ
    • アルゼンチン
    • コロンビア
    • その他
  • 中東およびアフリカ
    • 概要
    • 中東・アフリカの主要メーカー
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • トルコ
    • アルジェリア
    • エジプト
    • その他

第12章 主要ベンダー分析 - バイオ医療における人工知能

  • 競合ダッシュボード
  • 企業プロファイル
    • Microsoft
    • IBM
    • Google
    • NVIDIA Corporation
    • Intel Corporation
    • Itrex Group
    • GE Healthcare
    • Medtronic
    • Oracle
    • Medidata
    • Merck
    • IQVIA
    • Others

第13章 アナリストの全方位展望

図表

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Artificial Intelligence in Biomedical Market: Component Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Component
  • TABLE Global Artificial Intelligence in Biomedical Market, by Component 2019-2032 (USD Million)
  • TABLE Artificial Intelligence in Biomedical Market: Technology Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Technology
  • TABLE Global Artificial Intelligence in Biomedical Market, by Technology 2019-2032 (USD Million)
  • TABLE Artificial Intelligence in Biomedical Market: Application Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global Artificial Intelligence in Biomedical Market, by Application 2019-2032 (USD Million)
  • TABLE Artificial Intelligence in Biomedical Market: End Use Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by End Use
  • TABLE Global Artificial Intelligence in Biomedical Market, by End Use 2019-2032 (USD Million)
  • TABLE Artificial Intelligence in Biomedical Market: Regional snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Artificial Intelligence in Biomedical Market, by Region 2019-2032 (USD Million)
  • TABLE North America Artificial Intelligence in Biomedical Market, by Country, 2019-2032 (USD Million)
  • TABLE North America Artificial Intelligence in Biomedical Market, by Component, 2019-2032 (USD Million)
  • TABLE North America Artificial Intelligence in Biomedical Market, by Technology, 2019-2032 (USD Million)
  • TABLE North America Artificial Intelligence in Biomedical Market, by Application, 2019-2032 (USD Million)
  • TABLE North America Artificial Intelligence in Biomedical Market, by End Use, 2019-2032 (USD Million)
  • TABLE Europe Artificial Intelligence in Biomedical Market, by Country, 2019-2032 (USD Million)
  • TABLE Europe Artificial Intelligence in Biomedical Market, by Component, 2019-2032 (USD Million)
  • TABLE Europe Artificial Intelligence in Biomedical Market, by Technology, 2019-2032 (USD Million)
  • TABLE Europe Artificial Intelligence in Biomedical Market, by Application, 2019-2032 (USD Million)
  • TABLE Europe Artificial Intelligence in Biomedical Market, by End Use, 2019-2032 (USD Million)
  • TABLE Asia Pacific Artificial Intelligence in Biomedical Market, by Country, 2019-2032 (USD Million)
  • TABLE Asia Pacific Artificial Intelligence in Biomedical Market, by Component, 2019-2032 (USD Million)
  • TABLE Asia Pacific Artificial Intelligence in Biomedical Market, by Technology, 2019-2032 (USD Million)
  • TABLE Asia Pacific Artificial Intelligence in Biomedical Market, by Application, 2019-2032 (USD Million)
  • TABLE Asia Pacific Artificial Intelligence in Biomedical Market, by End Use, 2019-2032 (USD Million)
  • TABLE Latin America Artificial Intelligence in Biomedical Market, by Country, 2019-2032 (USD Million)
  • TABLE Latin America Artificial Intelligence in Biomedical Market, by Component, 2019-2032 (USD Million)
  • TABLE Latin America Artificial Intelligence in Biomedical Market, by Technology, 2019-2032 (USD Million)
  • TABLE Latin America Artificial Intelligence in Biomedical Market, by Application, 2019-2032 (USD Million)
  • TABLE Latin America Artificial Intelligence in Biomedical Market, by End Use, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Artificial Intelligence in Biomedical Market, by Country, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Artificial Intelligence in Biomedical Market, by Component, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Artificial Intelligence in Biomedical Market, by Technology, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Artificial Intelligence in Biomedical Market, by Application, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Artificial Intelligence in Biomedical Market, by End Use, 2019-2032 (USD Million)

List of Figures

  • FIGURE Artificial Intelligence in Biomedical Market Segmentation
  • FIGURE Market research methodology
  • FIGURE Value chain analysis
  • FIGURE Porter's Five Forces Analysis
  • FIGURE Market Attractiveness Analysis
  • FIGURE COVID-19 Impact Analysis
  • FIGURE Pre & Post COVID-19 Impact Comparision Study
  • FIGURE Competitive Landscape; Key company market share analysis, 2023
  • FIGURE Component segment market share analysis, 2023 & 2032
  • FIGURE Component segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Technology segment market share analysis, 2023 & 2032
  • FIGURE Technology segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Application segment market share analysis, 2023 & 2032
  • FIGURE Application segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE End Use segment market share analysis, 2023 & 2032
  • FIGURE End Use segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Regional segment market share analysis, 2023 & 2032
  • FIGURE Regional segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE North America Artificial Intelligence in Biomedical Market share and leading players, 2023
  • FIGURE Europe Artificial Intelligence in Biomedical Market share and leading players, 2023
  • FIGURE Asia Pacific Artificial Intelligence in Biomedical Market share and leading players, 2023
  • FIGURE Latin America Artificial Intelligence in Biomedical Market share and leading players, 2023
  • FIGURE Middle East and Africa Artificial Intelligence in Biomedical Market share and leading players, 2023
  • FIGURE North America market share analysis by country, 2023
  • FIGURE U.S. Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Canada Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Europe Artificial Intelligence in Biomedical Market share analysis by country, 2023
  • FIGURE Germany Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Spain Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Italy Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE France Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE UK Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Russia Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Netherlands Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Sweden Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Poland Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of the Europe Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Asia Pacific Artificial Intelligence in Biomedical Market share analysis by country, 2023
  • FIGURE India Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE China Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Japan Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE South Korea Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Australia Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Thailand Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Indonesia Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Philippines Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of APAC Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Latin America Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Latin America Artificial Intelligence in Biomedical Market share analysis by country, 2023
  • FIGURE Brazil Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Mexico Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Argentina Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Colombia Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of LATAM Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Middle East and Africa Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Middle East and Africa Artificial Intelligence in Biomedical Market share analysis by country, 2023
  • FIGURE Saudi Arabia Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE United Arab Emirates Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Israel Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Turkey Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Algeria Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Egypt Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of MEA Artificial Intelligence in Biomedical Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
目次
Product Code: ANV3380

REPORT HIGHLIGHT

Artificial Intelligence in Biomedical Market size was valued at USD 3,890.43 Million in 2023, expanding at a CAGR of 23.90% from 2024 to 2032.

Artificial Intelligence (AI) in biomedicine harnesses machine learning, natural language processing, and other AI methodologies to analyze intricate biomedical data. This technology plays a pivotal role in diagnosing diseases, forecasting patient outcomes, tailoring treatment plans, and discovering novel drugs. By processing extensive datasets derived from medical records, genetic profiles, and clinical trials, AI identifies patterns and insights that may evade human observation. AI-powered tools significantly enhance accuracy and efficiency across medical imaging, pathology, and genomics. By facilitating more precise decision-making and automating routine tasks, AI strives to advance healthcare delivery, elevate patient care standards, and expedite biomedical research initiatives.

Artificial Intelligence in Biomedical Market- Market Dynamics

Rapid expansion of healthcare data, sourced from electronic health records (EHRs) to propel market demand

The rapid expansion of healthcare data, sourced from electronic health records (EHRs), medical imaging scans, wearable devices, and genomic sequencing, presents substantial opportunities for AI-powered solutions to extract actionable insights and support clinical decision-making. The global shortage of healthcare workers, projected to reach 10 million by 2030 according to World Economic Forum estimates from May 2023. Government initiatives, coupled with the impact of COVID-19 and increased technological collaborations and mergers & acquisitions (M&A) activities, have accelerated the adoption of AI in healthcare. AI and ML algorithms are increasingly utilized for swift and accurate diagnostics, including the detection of COVID-19-positive cases using personalized patient data. For example, a study by NCBI in 2020 demonstrated that AI-based algorithms accurately identified 68% of COVID-19-positive cases initially missed by healthcare professionals. The integration of AI and ML technologies aims to improve patient care, reduce operational downtime, and lower healthcare costs, thus propelling market growth. The pandemic has notably expedited the implementation of AI-based solutions across various healthcare domains, including diagnostics, patient management, medication monitoring, claims processing, workflow optimization, machine integration, and cybersecurity.

Artificial Intelligence in Biomedical Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 23.90% over the forecast period (2024-2032)

Based on Component segmentation, Software Solutions was predicted to show maximum market share in the year 2023

Based on Technology segmentation, Machine Learning was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Artificial Intelligence in Biomedical Market- Segmentation Analysis:

The Global Artificial Intelligence in Biomedical Market is segmented on the basis of Component, Technology, Application, End Use, and Region.

The market is divided into three categories based on Component: Hardware (Processor, Memory, and Network), Software Solutions (AI platform, AI Solutions), and Services (Deployment & Integration, Support & Maintenance, and Others). In the healthcare AI market, the Software Solutions segment is currently dominating. This segment includes AI platforms and specific AI solutions tailored for healthcare applications. The dominance of Software Solutions is driven by the increasing demand for advanced AI technologies capable of analyzing and interpreting vast amounts of healthcare data. AI platforms provide the foundation for developing and deploying AI models that support clinical decision-making, disease diagnosis, patient monitoring, and personalized treatment planning. Moreover, specialized AI solutions designed for various medical specialties and applications further bolster the market for Software Solutions. The flexibility and scalability of these software offerings allow healthcare providers to integrate AI seamlessly into their existing workflows, enhancing operational efficiency and patient care outcomes. As AI continues to evolve, driven by innovations in machine learning and deep learning, the Software Solutions segment is poised to maintain its dominance by enabling transformative advancements in healthcare delivery.

The market is divided into four categories based on Technology: Natural Language Processing, Machine Learning, Context-aware Computing, and Computer Vision. In 2023, the Machine Learning technology segment emerged as the dominant force in the healthcare AI market. This segment holds the largest share due to its exceptional ability to analyze vast and diverse datasets generated by the healthcare industry, including Electronic Health Records (EHRs), medical imaging, genomic data, and wearable device data. ML excels in extracting valuable insights from these datasets, enabling healthcare providers to make informed, data-driven decisions that enhance patient outcomes. ML technology is extensively integrated into healthcare solutions for disease diagnosis, prognosis, and treatment planning. By leveraging patterns and correlations in patient data, ML models can detect early disease indicators, predict patient outcomes, and recommend personalized treatment strategies. This capability significantly improves the accuracy, efficiency, and timeliness of medical interventions.

Artificial Intelligence in Biomedical Market- Geographical Insights

This market operates on a global scale, encompassing North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. Customer nations further refine the market based on their location. North America dominated the healthcare AI market in 2023, capturing the largest revenue share. This leadership is attributed to advanced healthcare IT infrastructure, substantial healthcare expenditures, widespread adoption of AI and ML technologies, supportive government initiatives, robust funding opportunities, and the presence of numerous key industry players. Factors such as the aging population, changing lifestyles, rising prevalence of chronic diseases, increasing demand for value-based care, and growing awareness of AI-based technologies further drive market growth in North America.

Artificial Intelligence in Biomedical Market- Competitive Landscape:

The Healthcare AI market is marked by continuous technological innovation, driven by rapid advancements in machine learning (ML), deep learning, natural language processing (NLP), and computer vision. These advancements are pivotal in evolving AI-powered solutions for healthcare. For example, in June 2023, Saama introduced two innovative ML and AI-based solutions tailored for clinical trials.Mergers and acquisitions (M&As) significantly shape the landscape of the healthcare AI market. Companies pursue M&A activities to expand their AI software and service offerings, extend their market presence, or acquire specialized technologies and expertise.

Recent Developments:

In January 2023GE Healthcare's announced acquisition of MIM Software Inc., enhancing their capabilities in AI-based imaging analysis software for radiology.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Microsoft

IBM

Google

NVIDIA Corporation

Intel Corporation

Itrex Group

GE Healthcare

Medtronic

Oracle

Medidata

Merck

IQVIA

Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032

  • Hardware (Processor, Memory and Network)
  • Software Solutions (AI platform, AI Solutions)
  • Services (Deployment & Integration, Support & Maintenance and Others)

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

  • Natural Language Processing
  • Machine Learning
  • Context-aware Computing
  • Computer Vision
  • Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

  • Robot-assisted Surgery
  • Virtual Assistants
  • Administrative Workflow Assistants
  • Connected Medical Devices
  • Medical Imaging & Diagnostics
  • Clinical Trials
  • Fraud Detection
  • Cybersecurity
  • Dosage Error Reduction
  • Precision Medicine
  • Drug Discovery & Development
  • Lifestyle Management & Remote Patient Monitoring
  • Wearables
  • Others (Patient Engagement, etc.)

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY END USE- MARKET ANALYSIS, 2019 - 2032

  • Healthcare Providers (Hospitals, Outpatient Facilities, and Others)
  • Healthcare Payers
  • Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices)
  • Patients
  • Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1. Artificial Intelligence in Biomedical Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Artificial Intelligence in Biomedical Market Snippet by Component
    • 2.1.2. Artificial Intelligence in Biomedical Market Snippet by Technology
    • 2.1.3. Artificial Intelligence in Biomedical Market Snippet by Application
    • 2.1.4. Artificial Intelligence in Biomedical Market Snippet by End Use
    • 2.1.5. Artificial Intelligence in Biomedical Market Snippet by Country
    • 2.1.6. Artificial Intelligence in Biomedical Market Snippet by Region
  • 2.2. Competitive Insights

3. Artificial Intelligence in Biomedical Key Market Trends

  • 3.1. Artificial Intelligence in Biomedical Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. Artificial Intelligence in Biomedical Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. Artificial Intelligence in Biomedical Market Opportunities
  • 3.4. Artificial Intelligence in Biomedical Market Future Trends

4. Artificial Intelligence in Biomedical Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. Artificial Intelligence in Biomedical Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. Artificial Intelligence in Biomedical Market Landscape

  • 6.1. Artificial Intelligence in Biomedical Market Share Analysis, 2023
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Artificial Intelligence in Biomedical Market - By Component

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Component, 2023 & 2032 (%)
    • 7.1.2. Hardware (Processor, Memory and Network)
    • 7.1.3. Software Solutions (AI platform, AI Solutions)
    • 7.1.4. Services (Deployment & Integration, Support & Maintenance and Others)

8. Artificial Intelligence in Biomedical Market - By Technology

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
    • 8.1.2. Natural Language Processing
    • 8.1.3. Machine Learning
    • 8.1.4. Context-aware Computing
    • 8.1.5. Computer Vision
    • 8.1.6. Others

9. Artificial Intelligence in Biomedical Market - By Application

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 9.1.2. Robot-assisted Surgery
    • 9.1.3. Virtual Assistants
    • 9.1.4. Administrative Workflow Assistants
    • 9.1.5. Connected Medical Devices
    • 9.1.6. Medical Imaging & Diagnostics
    • 9.1.7. Clinical Trials
    • 9.1.8. Fraud Detection
    • 9.1.9. Cybersecurity
    • 9.1.10. Dosage Error Reduction
    • 9.1.11. Precision Medicine
    • 9.1.12. Drug Discovery & Development
    • 9.1.13. Lifestyle Management & Remote Patient Monitoring
    • 9.1.14. Wearables
    • 9.1.15. Others (Patient Engagement, etc.)

10. Artificial Intelligence in Biomedical Market - By End Use

  • 10.1. Overview
    • 10.1.1. Segment Share Analysis, By End Use, 2023 & 2032 (%)
    • 10.1.2. Healthcare Providers (Hospitals, Outpatient Facilities, and Others)
    • 10.1.3. Healthcare Payers
    • 10.1.4. Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices)
    • 10.1.5. Patients
    • 10.1.6. Others

11. Artificial Intelligence in Biomedical Market- By Geography

  • 11.1. Introduction
    • 11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 11.2. North America
    • 11.2.1. Overview
    • 11.2.2. Artificial Intelligence in Biomedical Key Manufacturers in North America
    • 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.2.5. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.7. North America Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.2.8. U.S.
      • 11.2.8.1. Overview
      • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.8.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.2.8.4. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.2.8.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.8.6. U.S. Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.2.9. Canada
      • 11.2.9.1. Overview
      • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.9.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.2.9.4. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.2.9.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.9.6. Canada Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3. Europe
    • 11.3.1. Overview
    • 11.3.2. Artificial Intelligence in Biomedical Key Manufacturers in Europe
    • 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.5. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.7. Europe Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.8. Germany
      • 11.3.8.1. Overview
      • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.8.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.8.4. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.8.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.8.6. Germany Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.9. Italy
      • 11.3.9.1. Overview
      • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.9.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.9.4. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.9.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.9.6. Italy Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.10. United Kingdom
      • 11.3.10.1. Overview
      • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.10.3. United Kingdom Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.10.4. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.10.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.10.6. United Kingdom Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.11. France
      • 11.3.11.1. Overview
      • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.11.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.11.4. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.11.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.11.6. France Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.12. Russia
      • 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.12.2. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.12.3. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.12.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.12.5. Russia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.13. Netherlands
      • 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.13.2. Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.13.3. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.13.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.13.5. Netherlands Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.14. Sweden
      • 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.14.2. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.14.3. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.14.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.14.5. Sweden Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.15. Poland
      • 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.15.2. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.15.3. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.15.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.15.5. Poland Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.3.16. Rest of Europe
      • 11.3.16.1. Overview
      • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.16.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.16.6. Rest of the Europe Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4. Asia Pacific (APAC)
    • 11.4.1. Overview
    • 11.4.2. Artificial Intelligence in Biomedical Key Manufacturers in Asia Pacific
    • 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.4.4. Asia Pacific Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.5. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.7. Asia Pacific Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.8. India
      • 11.4.8.1. Overview
      • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.8.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.8.4. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.8.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.8.6. India Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.9. China
      • 11.4.9.1. Overview
      • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.9.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.9.4. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.9.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.9.6. China Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.10. Japan
      • 11.4.10.1. Overview
      • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.10.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.10.4. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.10.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.10.6. Japan Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.11. South Korea
      • 11.4.11.1. Overview
      • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.11.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.11.4. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.11.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.11.6. South Korea Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.12. Australia
      • 11.4.12.1. Overview
      • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.12.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.12.4. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.12.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.12.6. Australia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.13. Thailand
      • 11.4.13.1. Overview
      • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.13.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.13.4. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.13.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.13.6. Thailand Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.14. Indonesia
      • 11.4.14.1. Overview
      • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.14.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.14.4. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.14.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.14.6. Indonesia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.15. Philippines
      • 11.4.15.1. Overview
      • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.15.3. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.15.4. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.15.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.15.6. Philippines Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.4.16. Rest of APAC
      • 11.4.16.1. Overview
      • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.16.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.16.4. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.16.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.16.6. Rest of APAC Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.5. Latin America
    • 11.5.1. Overview
    • 11.5.2. Artificial Intelligence in Biomedical Key Manufacturers in Latin America
    • 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.5.4. Latin America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.5. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.7. Latin America Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.5.8. Brazil
      • 11.5.8.1. Overview
      • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.8.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.8.4. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.8.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.8.6. Brazil Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.5.9. Mexico
      • 11.5.9.1. Overview
      • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.9.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.9.4. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.9.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.9.6. Mexico Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.5.10. Argentina
      • 11.5.10.1. Overview
      • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.10.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.10.4. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.10.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.10.6. Argentina Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.5.11. Colombia
      • 11.5.11.1. Overview
      • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.11.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.11.4. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.11.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.11.6. Colombia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.5.12. Rest of LATAM
      • 11.5.12.1. Overview
      • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.12.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.12.6. Rest of LATAM Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6. Middle East and Africa
    • 11.6.1. Overview
    • 11.6.2. Artificial Intelligence in Biomedical Key Manufacturers in Middle East and Africa
    • 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.6.4. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.5. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.7. Middle East and Africa Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.8. Saudi Arabia
      • 11.6.8.1. Overview
      • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.8.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.8.6. Saudi Arabia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.9. United Arab Emirates
      • 11.6.9.1. Overview
      • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.9.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.9.6. United Arab Emirates Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.10. Israel
      • 11.6.10.1. Overview
      • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.10.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.10.4. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.10.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.10.6. Israel Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.11. Turkey
      • 11.6.11.1. Overview
      • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.11.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.11.4. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.11.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.11.6. Turkey Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.12. Algeria
      • 11.6.12.1. Overview
      • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.12.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.12.4. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.12.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.12.6. Algeria Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.13. Egypt
      • 11.6.13.1. Overview
      • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.13.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.13.4. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.13.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.13.6. Egypt Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
    • 11.6.14. Rest of MEA
      • 11.6.14.1. Overview
      • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.14.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.14.4. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.14.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.14.6. Rest of MEA Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Artificial Intelligence in Biomedical Industry

  • 12.1. Competitive Dashboard
  • 12.2. Company Profiles
    • 12.2.1. Microsoft
    • 12.2.2. IBM
    • 12.2.3. Google
    • 12.2.4. NVIDIA Corporation
    • 12.2.5. Intel Corporation
    • 12.2.6. Itrex Group
    • 12.2.7. GE Healthcare
    • 12.2.8. Medtronic
    • 12.2.9. Oracle
    • 12.2.10. Medidata
    • 12.2.11. Merck
    • 12.2.12. IQVIA
    • 12.2.13. Others

13. 360 Degree Analyst View

14. Appendix

  • 14.1. Research Methodology
  • 14.2. References
  • 14.3. Abbreviations
  • 14.4. Disclaimer
  • 14.5. Contact Us