表紙:ヘルスケア・ライフサイエンス向けNLP(自然言語処理)の市場シェア、規模、動向、業界分析:コンポーネント別、NLPタイプ別、最終用途別、用途別、地域別、セグメント別予測(2022年~2030年)
市場調査レポート
商品コード
1078345

ヘルスケア・ライフサイエンス向けNLP(自然言語処理)の市場シェア、規模、動向、業界分析:コンポーネント別、NLPタイプ別、最終用途別、用途別、地域別、セグメント別予測(2022年~2030年)

NLP in Healthcare and Life Sciences Market Share, Size, Trends, Industry Analysis Report, By Component ; By NLP Type; By End-Use ; By Application; By Region; Segment Forecast, 2022 - 2030

出版日: | 発行: Polaris Market Research | ページ情報: 英文 115 Pages | 納期: 即日から翌営業日

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ヘルスケア・ライフサイエンス向けNLP(自然言語処理)の市場シェア、規模、動向、業界分析:コンポーネント別、NLPタイプ別、最終用途別、用途別、地域別、セグメント別予測(2022年~2030年)
出版日: 2022年04月05日
発行: Polaris Market Research
ページ情報: 英文 115 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)の市場規模は、2030年までに81億8,000万米ドルに達すると予測されています。

当レポートでは、世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場を調査し、市場の概要、市場の促進要因・抑制要因の分析、市場機会、COVID-19の影響、コンポーネント別・NLPタイプ別・最終用途別・用途別・地域別の市場分析、競合情勢、主要企業のプロファイルなどの情報を提供しています。

目次

第1章 イントロダクション

  • レポートの説明
    • 調査の目的
    • 市場範囲
    • 前提条件
  • 利害関係者

第2章 エグゼクティブサマリー

  • 市場のハイライト

第3章 調査手法

  • 概要
    • データマイニング
  • データソース
    • 一次資料
    • 二次資料

第4章 世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場の洞察

  • 業界のスナップショット
  • 市場力学
    • 促進要因と機会
    • 抑制要因と課題
  • ポーターのファイブフォース分析
    • 供給企業の交渉力(中)
    • 新規参入者の脅威(低)
    • 買い手の交渉力(中)
    • 代替の脅威(中)
    • 既存企業間の競争(高)
  • PESTLE分析
  • 業界の動向
  • バリューチェーン分析
  • COVID-19の影響分析

第5章 世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場:NLPタイプ別

  • 主な調査結果
  • イントロダクション
    • NLPタイプ別(2018年~2030年)
  • ルールベース
    • ルールベース別、地域別(2018年~2030年)
  • 統計
    • 統計別、地域別(2018年~2030年)
  • ハイブリッド
    • ハイブリッド別、地域別(2018年~2030年)

第6章 世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場:コンポーネント別

  • 主な調査結果
  • イントロダクション
    • コンポーネント別(2018年~2030年)
  • ソリューション
    • ソリューション別、地域別(2018年~2030年)
    • 臨床変動管理
    • 集団健康管理
    • 不正対策管理
    • その他のソリューション
  • サービス
    • その他、サービス別(2018年~2030年)
    • プロフェッショナルサービス
    • マネージドサービス

第7章 世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場:用途別

  • 主な調査結果
  • イントロダクション
    • 用途別(2018年~2030年)
  • IVR
    • IVR別、地域別(2018年~2030年)
  • パターン・画像認識
    • パターン・画像認識別、地域別(2018年~2030年)
  • 要約・分類
    • 要約・分類別、地域別(2018年~2030年)
  • テキスト・音声分析
    • テキスト・音声分析別、地域別(2018年~2030年)
  • 予測リスク分析
    • 予測リスク分析別、地域別(2018年~2030年)
  • その他の用途
    • その他の用途別、地域別(2018年~2030年)

第8章 世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場:最終用途別

  • 主な調査結果
  • イントロダクション
    • 最終用途別(2018年~2030年)
  • 医師
    • 医師別、地域別(2018年~2030年)
  • 患者
    • 患者別、地域別(2018年~2030年)
  • 研究者
    • 研究者別、地域別(2018年~2030年)
  • 臨床オペレーター
    • 臨床オペレーター別、地域別(2018年~2030年)

第9章 世界のヘルスケア・ライフサイエンス向けNLP(自然言語処理)市場::地域別

  • 主な調査結果
  • イントロダクション
    • 市場評価:地域別(2018年~2030年)
  • 北米
    • NLPタイプ別(2018年~2030年)
    • 最終用途別(2018年~2030年)
    • コンポーネント別(2018年~2030年)
    • 用途別(2018年~2030年)
    • 米国
    • カナダ
  • 欧州
    • NLPタイプ別(2018年~2030年)
    • 最終用途別(2018年~2030年)
    • コンポーネント別(2018年~2030年)
    • 用途別(2018年~2030年)
    • 英国
    • フランス
    • ドイツ
    • イタリア
    • スペイン
    • オランダ
    • オーストリア
  • アジア太平洋
    • NLPタイプ別(2018年~2030年)
    • 最終用途別(2018年~2030年)
    • コンポーネント別(2018年~2030年)
    • 用途別(2018年~2030年)
    • 中国
    • インド
    • 日本
    • マレーシア
    • インドネシア
    • 韓国
  • 中東・アフリカ
    • NLPタイプ別(2018年~2030年)
    • 最終用途別(2018年~2030年)
    • コンポーネント別(2018年~2030年)
    • 用途別(2018年~2030年)
    • サウジアラビア
    • 南アフリカ
    • イスラエル
    • アラブ首長国連邦
  • ラテンアメリカ
    • NLPタイプ別(2018年~2030年)
    • 最終用途別(2018年~2030年)
    • コンポーネント別(2018年~2030年)
    • 用途別(2018年~2030年)
    • メキシコ
    • ブラジル
    • アルゼンチン

第10章 競合情勢

  • 事業拡張・企業買収の分析
    • 事業拡張
    • 企業買収
  • パートナーシップ/コラボレーション/契約/展示会

第11章 企業プロファイル

  • 3M Company
  • Alphabet Inc.
  • Amazon.com, Inc.
  • Averbis GmbH
  • Cerner Corporation
  • Clinithink
  • Conversica Inc.
  • Dolbey Systems, Inc.
  • Health Fidelity, Inc.
  • Hewlett Packard Enterprise Development LP
  • IBM Corporation
  • Inovalon
  • IQVIA Holdings Inc.
  • Lexalytics
  • Microsoft Corporation
  • SparkCognition
  • Wave Health Technologies
図表

List of Tables

  • Table 1 Global NLP in Healthcare and Life Sciences Market, by NLP Type, by Region, 2018 - 2030 (USD Billion)
  • Table 2 Global NLP in Healthcare and Life Sciences Market, by Component, by Region, 2018 - 2030 (USD Billion)
  • Table 3 Global NLP in Healthcare and Life Sciences Market, by Application, by Region, 2018 - 2030 (USD Billion)
  • Table 4 Global NLP in Healthcare and Life Sciences Market, by End-Use, by Region, 2018 - 2030 (USD Billion)
  • Table 5 NLP in Healthcare and Life Sciences Market Assessment, By Geography, 2018 - 2030 (USD Billion)
  • Table 6 North America: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 7 North America: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 8 North America: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 9 North America: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 10 U.S.: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 11 U.S.: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 12 U.S.: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 13 U.S.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 14 Canada: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 15 Canada: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 16 Canada: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 17 Canada: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 18 Europe: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 19 Europe: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 20 Europe: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 21 Europe: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 22 Germany: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 23 Germany: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 24 Germany: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 25 Germany: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 26 France: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 27 France: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 28 France: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 29 France: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 30 UK: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 31 UK: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 32 UK: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 33 UK: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 34 Italy: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 35 Italy: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 36 Italy: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 37 Italy: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 38 Netherlands: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 39 Netherlands: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 40 Netherlands: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 41 Netherlands: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 42 Spain: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 43 Spain: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 44 Spain: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 45 Spain: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 46 Austria: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 47 Austria: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 48 Austria: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 49 Austria: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 50 Asia Pacific: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 51 Asia Pacific: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 52 Asia Pacific: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 53 Asia Pacific: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 54 China: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 55 China: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 56 China: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 57 China: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 58 Japan: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 59 Japan: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 60 Japan: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 61 Japan: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 62 India: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 63 India: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 64 India: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 65 India: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 66 Indonesia: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 67 Indonesia: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 68 Indonesia: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 69 Indonesia: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 70 Malaysia: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 71 Malaysia: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 72 Malaysia: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 73 Malaysia: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 74 South Korea: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 75 South Korea: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 76 South Korea: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 77 South Korea: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 78 Latin America: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 79 Latin America: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 80 Latin America: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 81 Latin America: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 82 Brazil: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 83 Brazil: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 84 Brazil: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 85 Brazil: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 86 Mexico: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 87 Mexico: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 88 Mexico: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 89 Mexico: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 90 Argentina: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 91 Argentina: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 92 Argentina: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 93 Argentina: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 94 Middle East & Africa: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 95 Middle East & Africa: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 96 Middle East & Africa: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 97 Middle East & Africa: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 98 UAE: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 99 UAE: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 100 UAE: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 101 UAE: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 102 Saudi Arabia: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 103 Saudi Arabia: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 104 Saudi Arabia: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 105 Saudi Arabia: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 106 South Africa: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 107 South Africa: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 108 South Africa: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 109 South Africa: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • Table 110 Israel: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • Table 111 Israel: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • Table 112 Israel: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • Table 113 Israel: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)

List of Figures

  • Figure 1. Global NLP in Healthcare and Life Sciences Market, 2018 - 2030 (USD Billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Approach
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by NLP Type
  • Figure 7. Global NLP in Healthcare and Life Sciences Market, by NLP Type, 2021 & 2030 (USD Billion)
  • Figure 8. Market by End-Use
  • Figure 9. Global NLP in Healthcare and Life Sciences Market, by End-Use, 2021 & 2030 (USD Billion)
  • Figure 10. Market by Component
  • Figure 11. Global NLP in Healthcare and Life Sciences Market, by Component, 2021 & 2030 (USD Billion)
  • Figure 12. Market by Application
  • Figure 13. Global NLP in Healthcare and Life Sciences Market, by Application, 2021 & 2030 (USD Billion)
  • Figure 14. NLP in Healthcare and Life Sciences Market Assessment, By Geography, 2018 - 2030 (USD Billion)
  • Figure 15. Strategic Analysis - NLP in Healthcare and Life Sciences Market
目次
Product Code: PM2249

The global NLP in healthcare and life sciences market size is expected to reach USD 8.18 billion by 2030, according to a new study by Polaris Market Research. The report "NLP in Healthcare and Life Sciences Market Share, Size, Trends, Industry Analysis Report, By Component (Solution, Services); By NLP Type; By End-Use (Physician, Patients, Researchers, Clinical Operators); By Application; By Region; Segment Forecast, 2022 - 2030" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The key factors responsible for the natural language processing in healthcare and life sciences market growth include the rising adoption of natural language processing for smart medical care. Natural language processing is a branch of computer science and artificial intelligence dealing with the automatic analysis, representation, and comprehension of human speech. Natural language processing has become a popular study subject in recent years, attracting extensive interest from various research communities.

NLP enables robots to understand human language and interact with humans, which is critical in smart medicare because human language is a general type of data entry for intelligent systems. Thus, the language propels the smart medical care system by advancing solutions and boosting the natural language processing in healthcare and life sciences market growth.

Based on the application, the IVR segment accounted for the leading share in the market in 2021. IVR is a useful telehealth tool increasing access to medical care in the remotest places. Application is curated with customized programs with easy access to patients throughout the day, resulting in better healthcare and life sciences outcomes.

Natural language processing in healthcare and life sciences market players such as 3M Company, Alphabet Inc., Amazon.com, Inc., Averbis GmbH, Cerner Corporation, Clinithink, Conversica Inc., Dolbey Systems, Inc., Health Fidelity, Inc., Hewlett Packard Enterprise Development LP, IBM Corporation, Inovalon, IQVIA Holdings Inc., Lexalytics, Microsoft Corporation, SparkCognition, and Wave Health Technologies are some key players operating in the global market.

In March 2021, Lookout for Metrics was a new machine learning service from Amazon Web Services (AWS) that enables SMEs and large organizations to track the essential business parameters, including transaction volume, revenue, and web page visits, with improved speed and accuracy.

Polaris Market Research has segmented the NLP in Healthcare and Life Sciences market report based on component, NLP type, application, end-use, and region:

NLP in Healthcare and Life Sciences, Component Outlook (Revenue - USD Billion, 2018 - 2030)

Solution

Clinical Variation Management

Population Health Management

Counter Fraud Management

Other Solutions

Services

Professional Services

Managed Services

NLP in Healthcare and Life Sciences, NLP Type Outlook (Revenue - USD Billion, 2018 - 2030)

Rule-based

Statistical

Hybrid

NLP in Healthcare and Life Sciences, Application Outlook (Revenue - USD Billion, 2018 - 2030)

IVR

Pattern and Image Recognition

Summarization and Categorization

Text and Speech Analytics

Predictive Risk Analytics

Reporting and Visualization,

Other Applications

NLP in Healthcare and Life Sciences, End-Use Outlook (Revenue - USD Billion, 2018 - 2030)

Physician

Patients

Researchers

Clinical Operators

NLP in Healthcare and Life Sciences, Regional Outlook (Revenue - USD Billion, 2018 - 2030)

North America

U.S.

Canada

Europe

Germany

UK

Italy

France

Spain

Austria

Netherlands

Asia Pacific

China

Japan

India

Indonesia

Malaysia

South Korea

Latin America

Brazil

Argentina

Mexico

Middle East & Africa

Israel

Saudi Arabia

South Africa

UAE

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global NLP in Healthcare and Life Sciences Market Insights

  • 4.1. NLP in Healthcare and Life Sciences - Industry Snapshot
  • 4.2. NLP in Healthcare and Life Sciences Market Dynamics
    • 4.2.1. Drivers and Opportunities
    • 4.2.2. Restraints and Challenges
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. NLP in Healthcare and Life Sciences Industry Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global NLP in Healthcare and Life Sciences Market, by NLP Type

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
  • 5.3. Rule-based
    • 5.3.1. Global NLP in Healthcare and Life Sciences Market, by Rule-based, by Region, 2018 - 2030 (USD Billion)
  • 5.4. Statistical
    • 5.4.1. Global NLP in Healthcare and Life Sciences Market, by Statistical, by Region, 2018 - 2030 (USD Billion)
  • 5.5. Hybrid
    • 5.5.1. Global NLP in Healthcare and Life Sciences Market, by Hybrid, by Region, 2018 - 2030 (USD Billion)

6. Global NLP in Healthcare and Life Sciences Market, by Component

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
  • 6.3. Solution
    • 6.3.1. Global NLP in Healthcare and Life Sciences Market, by Solution, by Region, 2018 - 2030 (USD Billion)
    • 6.3.2. Clinical Variation Management
      • 6.3.2.1. Global NLP in Healthcare and Life Sciences Market, by Clinical Variation Management, by Region, 2018 - 2030 (USD Billion)
    • 6.3.3. Population Health Management
      • 6.3.3.1. Global NLP in Healthcare and Life Sciences Market, by Population Health Management, by Region, 2018 - 2030 (USD Billion)
    • 6.3.4. Counter Fraud Management
      • 6.3.4.1. Global NLP in Healthcare and Life Sciences Market, by Counter Fraud Management, by Region, 2018 - 2030 (USD Billion)
    • 6.3.5. Other Solutions
      • 6.3.5.1. Global NLP in Healthcare and Life Sciences Market, by Other Solutions, by Region, 2018 - 2030 (USD Billion)
  • 6.4. Services
    • 6.4.1. Global Other NLP in Healthcare and Life Sciences Market, by Services, 2018 - 2030 (USD Billion)
    • 6.4.2. Professional Services
      • 6.4.2.1. Global Other NLP in Healthcare and Life Sciences Market, by Professional Services, 2018 - 2030 (USD Billion)
    • 6.4.3. Managed Services
      • 6.4.3.1. Global Other NLP in Healthcare and Life Sciences Market, by Managed Services, 2018 - 2030 (USD Billion)

7. Global NLP in Healthcare and Life Sciences Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • 7.3. IVR
    • 7.3.1. Global NLP in Healthcare and Life Sciences Market, by IVR, by Region, 2018 - 2030 (USD Billion)
  • 7.4. Pattern and Image Recognition
    • 7.4.1. Global NLP in Healthcare and Life Sciences Market, by Pattern and Image Recognition, by Region, 2018 - 2030 (USD Billion)
  • 7.5. Summarization and Categorization
    • 7.5.1. Global NLP in Healthcare and Life Sciences Market, by Summarization and Categorization, by Region, 2018 - 2030 (USD Billion)
  • 7.6. Text and Speech Analytics
    • 7.6.1. Global NLP in Healthcare and Life Sciences Market, by Text and Speech Analytics, by Region, 2018 - 2030 (USD Billion)
  • 7.7. Predictive Risk Analytics
    • 7.7.1. Global NLP in Healthcare and Life Sciences Market, by Predictive Risk Analytics, by Region, 2018 - 2030 (USD Billion)
  • 7.8. Other Application
    • 7.8.1. Global NLP in Healthcare and Life Sciences Market, by Other Application, by Region, 2018 - 2030 (USD Billion)

8. Global NLP in Healthcare and Life Sciences Market, by End-Use

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
  • 8.3. Physician
    • 8.3.1. Global NLP in Healthcare and Life Sciences Market, by Physician, by Region, 2018 - 2030 (USD Billion)
  • 8.4. Patients
    • 8.4.1. Global NLP in Healthcare and Life Sciences Market, by Patients, by Region, 2018 - 2030 (USD Billion)
  • 8.5. Researchers
    • 8.5.1. Global NLP in Healthcare and Life Sciences Market, by Researchers, by Region, 2018 - 2030 (USD Billion)
  • 8.6. Clinical Operators
    • 8.6.1. Global NLP in Healthcare and Life Sciences Market, by Clinical Operators, by Region, 2018 - 2030 (USD Billion)

9. Global NLP in Healthcare and Life Sciences Market, by Geography

  • 9.1. Key findings
  • 9.2. Introduction
    • 9.2.1. NLP in Healthcare and Life Sciences Market Assessment, By Geography, 2018 - 2030 (USD Billion)
  • 9.3. NLP in Healthcare and Life Sciences Market - North America
    • 9.3.1. North America: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
    • 9.3.2. North America: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
    • 9.3.3. North America: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
    • 9.3.4. North America: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.3.5. NLP in Healthcare and Life Sciences Market - U.S.
      • 9.3.5.1. U.S.: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.3.5.2. U.S.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.3.5.3. U.S.: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.3.5.4. U.S.: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.3.6. NLP in Healthcare and Life Sciences Market - Canada
      • 9.3.6.1. Canada: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.3.6.2. Canada: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.3.6.3. Canada: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.3.6.4. Canada: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • 9.4. NLP in Healthcare and Life Sciences Market - Europe
    • 9.4.1. Europe: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
    • 9.4.2. Europe: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
    • 9.4.3. Europe: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
    • 9.4.4. Europe: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.5. NLP in Healthcare and Life Sciences Market - UK
      • 9.4.5.1. UK: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.5.2. UK: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.5.3. UK: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.5.4. UK: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.6. NLP in Healthcare and Life Sciences Market - France
      • 9.4.6.1. France: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.6.2. France: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.6.3. France: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.6.4. France: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.7. NLP in Healthcare and Life Sciences Market - Germany
      • 9.4.7.1. Germany: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.7.2. Germany: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.7.3. Germany: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.7.4. Germany: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.8. NLP in Healthcare and Life Sciences Market - Italy
      • 9.4.8.1. Italy: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.8.2. Italy: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.8.3. Italy: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.8.4. Italy: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.9. NLP in Healthcare and Life Sciences Market - Spain
      • 9.4.9.1. Spain: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.9.2. Spain: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.9.3. Spain: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.9.4. Spain: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.10. NLP in Healthcare and Life Sciences Market - Netherlands
      • 9.4.10.1. Netherlands: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.10.2. Netherlands: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.10.3. Netherlands: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.10.4. Netherlands: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.4.11. NLP in Healthcare and Life Sciences Market - Austria
      • 9.4.11.1. Austria: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.4.11.2. Austria.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.4.11.3. Austria: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.4.11.4. Austria: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • 9.5. NLP in Healthcare and Life Sciences Market - Asia Pacific
    • 9.5.1. Asia Pacific: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
    • 9.5.2. Asia Pacific: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
    • 9.5.3. Asia Pacific: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
    • 9.5.4. Asia Pacific: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.5.5. NLP in Healthcare and Life Sciences Market - China
      • 9.5.5.1. China: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.5.5.2. China.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.5.5.3. China: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.5.5.4. China: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.5.6. NLP in Healthcare and Life Sciences Market - India
      • 9.5.6.1. India: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.5.6.2. India.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.5.6.3. India: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.5.6.4. India: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.5.7. NLP in Healthcare and Life Sciences Market - Japan
      • 9.5.7.1. Japan: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.5.7.2. Japan.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.5.7.3. Japan: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.5.7.4. Japan: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.5.8. NLP in Healthcare and Life Sciences Market - Malaysia
      • 9.5.8.1. Malaysia: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.5.8.2. Malaysia.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.5.8.3. Malaysia: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.5.8.4. Malaysia: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.5.9. NLP in Healthcare and Life Sciences Market - Indonesia
      • 9.5.9.1. Indonesia: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.5.9.2. Indonesia.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.5.9.3. Indonesia: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.5.9.4. Indonesia: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.5.10. NLP in Healthcare and Life Sciences Market - South Korea
      • 9.5.10.1. South Korea: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.5.10.2. South Korea.: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.5.10.3. South Korea: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.5.10.4. South Korea: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • 9.6. NLP in Healthcare and Life Sciences Market - Middle East & Africa
    • 9.6.1. Middle East & Africa: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
    • 9.6.2. Middle East & Africa: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
    • 9.6.3. Middle East & Africa: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
    • 9.6.4. Middle East & Africa: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.6.5. NLP in Healthcare and Life Sciences Market - Saudi Arabia
      • 9.6.5.1. Saudi Arabia: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.6.5.2. Saudi Arabia: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.6.5.3. Saudi Arabia: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.6.5.4. Saudi Arabia: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.6.6. NLP in Healthcare and Life Sciences Market - South Africa
      • 9.6.6.1. South Africa: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.6.6.2. South Africa: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.6.6.3. South Africa: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.6.6.4. South Africa: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.6.7. NLP in Healthcare and Life Sciences Market - Israel
      • 9.6.7.1. Israel: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.6.7.2. Israel: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.6.7.3. Israel: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.6.7.4. Israel: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.6.8. NLP in Healthcare and Life Sciences Market - UAE
      • 9.6.8.1. UAE: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.6.8.2. UAE: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.6.8.3. UAE: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.6.8.4. UAE: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
  • 9.7. NLP in Healthcare and Life Sciences Market - Latin America
    • 9.7.1. Latin America: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
    • 9.7.2. Latin America: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
    • 9.7.3. Latin America: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
    • 9.7.4. Latin America: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.7.5. NLP in Healthcare and Life Sciences Market - Mexico
      • 9.7.5.1. Mexico: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.7.5.2. Mexico: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.7.5.3. Mexico: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.7.5.4. Mexico: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.7.6. NLP in Healthcare and Life Sciences Market - Brazil
      • 9.7.6.1. Brazil: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.7.6.2. Brazil: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.7.6.3. Brazil: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.7.6.4. Brazil: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)
    • 9.7.7. NLP in Healthcare and Life Sciences Market - Argentina
      • 9.7.7.1. Argentina: NLP in Healthcare and Life Sciences Market, by NLP Type, 2018 - 2030 (USD Billion)
      • 9.7.7.2. Argentina: NLP in Healthcare and Life Sciences Market, by End-Use, 2018 - 2030 (USD Billion)
      • 9.7.7.3. Argentina: NLP in Healthcare and Life Sciences Market, by Component, 2018 - 2030 (USD Billion)
      • 9.7.7.4. Argentina: NLP in Healthcare and Life Sciences Market, by Application, 2018 - 2030 (USD Billion)

10. Competitive Landscape

  • 10.1. Expansion and Acquisition Analysis
    • 10.1.1. Expansion
    • 10.1.2. Acquisitions
  • 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

  • 11.1. 3M Company
    • 11.1.1. Company Overview
    • 11.1.2. Financial Performance
    • 11.1.3. Product Benchmarking
    • 11.1.4. Recent Development
  • 11.2. Alphabet Inc.
    • 11.2.1. Company Overview
    • 11.2.2. Financial Performance
    • 11.2.3. Product Benchmarking
    • 11.2.4. Recent Development
  • 11.3. Amazon.com, Inc.
    • 11.3.1. Company Overview
    • 11.3.2. Financial Performance
    • 11.3.3. Product Benchmarking
    • 11.3.4. Recent Development
  • 11.4. Averbis GmbH
    • 11.4.1. Company Overview
    • 11.4.2. Financial Performance
    • 11.4.3. Product Benchmarking
    • 11.4.4. Recent Development
  • 11.5. Cerner Corporation
    • 11.5.1. Company Overview
    • 11.5.2. Financial Performance
    • 11.5.3. Product Benchmarking
    • 11.5.4. Recent Development
  • 11.6. Clinithink
    • 11.6.1. Company Overview
    • 11.6.2. Financial Performance
    • 11.6.3. Product Benchmarking
    • 11.6.4. Recent Development
  • 11.7. Conversica Inc.
    • 11.7.1. Company Overview
    • 11.7.2. Financial Performance
    • 11.7.3. Product Benchmarking
    • 11.7.4. Recent Development
  • 11.8. Dolbey Systems, Inc.
    • 11.8.1. Company Overview
    • 11.8.2. Financial Performance
    • 11.8.3. Product Benchmarking
    • 11.8.4. Recent Development
  • 11.9. Health Fidelity, Inc.
    • 11.9.1. Company Overview
    • 11.9.2. Financial Performance
    • 11.9.3. Product Benchmarking
    • 11.9.4. Recent Development
  • 11.10. Hewlett Packard Enterprise Development LP
    • 11.10.1. Company Overview
    • 11.10.2. Financial Performance
    • 11.10.3. Product Benchmarking
    • 11.10.4. Recent Development
  • 11.11. IBM Corporation
    • 11.11.1. Company Overview
    • 11.11.2. Financial Performance
    • 11.11.3. Product Benchmarking
    • 11.11.4. Recent Development
  • 11.12. Inovalon
    • 11.12.1. Company Overview
    • 11.12.2. Financial Performance
    • 11.12.3. Product Benchmarking
    • 11.12.4. Recent Development
  • 11.13. IQVIA Holdings Inc.
    • 11.13.1. Company Overview
    • 11.13.2. Financial Performance
    • 11.13.3. Product Benchmarking
    • 11.13.4. Recent Development
  • 11.14. Lexalytics
    • 11.14.1. Company Overview
    • 11.14.2. Financial Performance
    • 11.14.3. Product Benchmarking
    • 11.14.4. Recent Development
  • 11.15. Microsoft Corporation
    • 11.15.1. Company Overview
    • 11.15.2. Financial Performance
    • 11.15.3. Product Benchmarking
    • 11.15.4. Recent Development
  • 11.16. SparkCognition
    • 11.16.1. Company Overview
    • 11.16.2. Financial Performance
    • 11.16.3. Product Benchmarking
    • 11.16.4. Recent Development
  • 11.17. Wave Health Technologies
    • 11.17.1. Company Overview
    • 11.17.2. Financial Performance
    • 11.17.3. Product Benchmarking
    • 11.17.4. Recent Development