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ライフサイエンスにおける人工知能市場：世界の産業動向、シェア、規模、成長、機会、2023-2028年予測

Artificial Intelligence In Life Sciences Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
出版日: | 発行: IMARC | ページ情報: 英文 143 Pages | 納期: 2～3営業日

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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=157.36円
ライフサイエンスにおける人工知能市場：世界の産業動向、シェア、規模、成長、機会、2023-2028年予測
出版日: 2023年10月15日
発行: IMARC
ページ情報: 英文 143 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

概要

市場概要：

ライフサイエンスにおける人工知能の世界市場規模は、2022年に19億米ドルに達しました。今後、IMARC Groupは、同市場が2023年から2028年の間に25.7%の成長率（CAGR）を示し、2028年までに82億米ドルに達すると予測しています。

人工知能（AI）は、患者のデータを収集、分析、管理するためにライフサイエンス分野で使用される高度なデータ駆動技術です。一般に、医療診断、臨床試験、創薬、バイオテクノロジー、患者モニタリング、精密医療、個別化医療に採用されています。また、個別化治療法の開発、薬の処方、病気の診断、治療法やロボット手術の導入にも活用されています。ライフサイエンス分野におけるAIは、ビジネスモデルの再構築、認知分子研究とワークフローの強化、バイオ医薬品製造の合理化に役立ちます。また、貴重な時間を節約し、効率を改善し、全体的なコストを削減し、顧客体験を向上させ、ヒューマンエラーを排除します。

ライフサイエンスにおける人工知能市場動向：

現在、がんなどの複雑な疾患の有病率が上昇していることが、市場成長を促す重要な要因の1つとなっています。ライフサイエンス分野のAIは、患者のための特定の分子標的を持つ効果的な薬剤の組み合わせを設計するために広く使用されています。さらに、世界中で臨床試験の数が増加しているため、パブリックドメインで利用可能な膨大な量のデータが急増しています。このことが、市場成長にとって有利な機会を生み出しています。これとは別に、データの管理、共有、保存が容易で、要件に応じて組織運営の改善に役立つ、信頼性の高い先進的なクラウド・コンピューティング・インフラストラクチャの導入が、市場を後押ししています。さらに、大量の構造化・非構造化臨床データを分析・解釈する必要性が高まっていることも、成長を促す要因となっています。これとは別に、広範な研究開発（R&D）活動、ロボット手術の利用率の上昇、医療インフラを進歩させるためのさまざまな政府イニシアチブの実施などが、予測期間中の市場の成長を促進すると予測されています。

本レポートで扱う主な質問

  • 世界のライフサイエンスにおける人工知能市場はこれまでどのように推移し、今後数年間はどのように推移するのか？
  • COVID-19が世界のライフサイエンスにおける人工知能市場に与えた影響は？
  • 主要な地域市場は？
  • 提供に基づく市場内訳は？
  • 展開に基づく市場内訳は？
  • 用途別の市場内訳は？
  • 業界のバリューチェーンにおける様々な段階とは？
  • 業界の主な促進要因と課題は何か？
  • 世界のライフサイエンスにおける人工知能市場の構造と主要プレイヤーは？
  • 業界の競合の程度は？

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査目的
  • 利害関係者
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 調査手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要産業動向

第5章 ライフサイエンスにおける人工知能の世界市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳：提供別

  • ソフトウェア
    • 市場動向
    • 市場予測
  • ハードウェア
    • 市場動向
    • 市場予測
  • サービス
    • 市場動向
    • 市場予測

第7章 市場内訳：展開別

  • オンプレミス
    • 市場動向
    • 市場予測
  • クラウド
    • 市場動向
    • 市場予測

第8章 市場内訳：用途別

  • 創薬
    • 市場動向
    • 市場予測
  • 医療診断
    • 市場動向
    • 市場予測
  • バイオテクノロジー
    • 市場動向
    • 市場予測
  • 臨床試験
    • 市場動向
    • 市場予測
  • 精密医療と個別化医療
    • 市場動向
    • 市場予測
  • 患者モニタリング
    • 市場動向
    • 市場予測

第9章 市場内訳：地域別

  • 北米
    • 米国
      • 市場動向
      • 市場予測
    • カナダ
      • 市場動向
      • 市場予測
  • アジア太平洋
    • 中国
      • 市場動向
      • 市場予測
    • 日本
      • 市場動向
      • 市場予測
    • インド
      • 市場動向
      • 市場予測
    • 韓国
      • 市場動向
      • 市場予測
    • オーストラリア
      • 市場動向
      • 市場予測
    • インドネシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 欧州
    • ドイツ
      • 市場動向
      • 市場予測
    • フランス
      • 市場動向
      • 市場予測
    • 英国
      • 市場動向
      • 市場予測
    • イタリア
      • 市場動向
      • 市場予測
    • スペイン
      • 市場動向
      • 市場予測
    • ロシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • ラテンアメリカ
    • ブラジル
      • 市場動向
      • 市場予測
    • メキシコ
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 中東・アフリカ地域
    • 市場動向
    • 市場内訳：国別
    • 市場予測

第10章 SWOT分析

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第11章 バリューチェーン分析

第12章 ポーターのファイブフォース分析

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の程度
  • 新規参入業者の脅威
  • 代替品の脅威

第13章 価格分析

第14章 競合情勢

  • 市場構造
  • 主要企業
  • 主要企業のプロファイル
    • AiCure LLC
    • Apixio Inc.（Centene Corporation）
    • Atomwise Inc
    • Enlitic Inc.
    • International Business Machines Corporation
    • Insilico Medicine Inc.
    • Nuance Communications Inc.
    • NuMedii Inc.
    • Sensely Inc.
    • Sophia Genetics SA
図表

List of Figures

  • Figure 1: Global: Artificial Intelligence In Life Sciences Market: Major Drivers and Challenges
  • Figure 2: Global: Artificial Intelligence In Life Sciences Market: Sales Value (in Billion US$), 2017-2022
  • Figure 3: Global: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Billion US$), 2023-2028
  • Figure 4: Global: Artificial Intelligence In Life Sciences Market: Breakup by Offering (in %), 2022
  • Figure 5: Global: Artificial Intelligence In Life Sciences Market: Breakup by Deployment (in %), 2022
  • Figure 6: Global: Artificial Intelligence In Life Sciences Market: Breakup by Application (in %), 2022
  • Figure 7: Global: Artificial Intelligence In Life Sciences Market: Breakup by Region (in %), 2022
  • Figure 8: Global: Artificial Intelligence In Life Sciences (Software) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 9: Global: Artificial Intelligence In Life Sciences (Software) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 10: Global: Artificial Intelligence In Life Sciences (Hardware) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 11: Global: Artificial Intelligence In Life Sciences (Hardware) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 12: Global: Artificial Intelligence In Life Sciences (Services) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 13: Global: Artificial Intelligence In Life Sciences (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 14: Global: Artificial Intelligence In Life Sciences (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 15: Global: Artificial Intelligence In Life Sciences (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 16: Global: Artificial Intelligence In Life Sciences (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 17: Global: Artificial Intelligence In Life Sciences (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 18: Global: Artificial Intelligence In Life Sciences (Drug Discovery) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 19: Global: Artificial Intelligence In Life Sciences (Drug Discovery) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 20: Global: Artificial Intelligence In Life Sciences (Medical Diagnosis) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 21: Global: Artificial Intelligence In Life Sciences (Medical Diagnosis) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 22: Global: Artificial Intelligence In Life Sciences (Biotechnology) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 23: Global: Artificial Intelligence In Life Sciences (Biotechnology) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 24: Global: Artificial Intelligence In Life Sciences (Clinical Trails) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 25: Global: Artificial Intelligence In Life Sciences (Clinical Trails) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 26: Global: Artificial Intelligence In Life Sciences (Precision and Personalized Medicine) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 27: Global: Artificial Intelligence In Life Sciences (Precision and Personalized Medicine) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 28: Global: Artificial Intelligence In Life Sciences (Patient Monitoring) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 29: Global: Artificial Intelligence In Life Sciences (Patient Monitoring) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 30: North America: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 31: North America: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 32: United States: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 33: United States: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 34: Canada: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 35: Canada: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 36: Asia-Pacific: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 37: Asia-Pacific: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 38: China: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 39: China: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 40: Japan: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 41: Japan: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 42: India: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 43: India: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 44: South Korea: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 45: South Korea: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 46: Australia: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 47: Australia: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 48: Indonesia: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 49: Indonesia: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 50: Others: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 51: Others: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 52: Europe: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 53: Europe: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 54: Germany: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 55: Germany: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 56: France: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 57: France: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 58: United Kingdom: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 59: United Kingdom: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 60: Italy: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 61: Italy: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 62: Spain: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 63: Spain: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 64: Russia: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 65: Russia: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 66: Others: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 67: Others: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 68: Latin America: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 69: Latin America: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 70: Brazil: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 71: Brazil: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 72: Mexico: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 73: Mexico: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 74: Others: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 75: Others: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 76: Middle East and Africa: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 77: Middle East and Africa: Artificial Intelligence In Life Sciences Market: Breakup by Country (in %), 2022
  • Figure 78: Middle East and Africa: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 79: Global: Artificial Intelligence In Life Sciences Industry: SWOT Analysis
  • Figure 80: Global: Artificial Intelligence In Life Sciences Industry: Value Chain Analysis
  • Figure 81: Global: Artificial Intelligence In Life Sciences Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Artificial Intelligence In Life Sciences Market: Key Industry Highlights, 2022 and 2028
  • Table 2: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Offering (in Million US$), 2023-2028
  • Table 3: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Deployment (in Million US$), 2023-2028
  • Table 4: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Application (in Million US$), 2023-2028
  • Table 5: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Region (in Million US$), 2023-2028
  • Table 6: Global: Artificial Intelligence In Life Sciences Market: Competitive Structure

Table 7 Global: Artificial Intelligence In Life Sciences Market: Key Players

目次
Product Code: SR112023A6080

Abstract

Market Overview:

The global artificial intelligence in life sciences market size reached US$ 1.9 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 8.2 Billion by 2028, exhibiting a growth rate (CAGR) of 25.7% during 2023-2028..

Artificial intelligence (AI) is a highly data-driven technology that is used in life sciences to collect, analyze, and manage data of patients. It is commonly employed for medical diagnosis, clinical trials, drug discovery, biotechnology, patient monitoring, precision, and personalized medicine. It is also utilized for producing personalized treatments, formulating drugs, diagnosing diseases, and introducing therapies and robotic surgeries. AI in life sciences helps reshape business models, enhance cognitive molecule research and workflow, and streamline biopharmaceutical manufacturing. It also saves valuable time, improves efficiency, reduces overall costs, enhances customer experience, and eliminates human error.

Artificial Intelligence In Life Sciences Market Trends:

At present, the rising prevalence of complex diseases, such as cancer, represents one of the key factors impelling the market growth. AI in life sciences is widely used to design effective drug combinations with specific molecular targets for patients. Additionally, the growing number of clinical trials across the globe is resulting in the surging production of colossal amounts of data available in the public domain. This, in turn, is creating lucrative opportunities for the market growth. Apart from this, the introduction of reliable and advanced cloud computing infrastructure that can easily manage, share, and store data and help improve organizational operations as per the requirements are providing a boost to the market. Moreover, the growing need to analyze and interpret large volumes of structured and unstructured clinical data is acting as another growth-inducing factor. Apart from this, extensive research and development (R&D) activities, rising utilization of robotics surgeries, and the implementation of various government initiatives to advance the medical infrastructure are anticipated to drive the market toward growth in the forecasted period.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global artificial intelligence in life sciences market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on offering, deployment and application.

Breakup by Offering:

Software

Hardware

Services

Breakup by Deployment:

On-premises

Cloud-based

Breakup by Application:

Drug Discovery

Medical Diagnosis

Biotechnology

Clinical Trails

Precision and Personalized Medicine

Patient Monitoring

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being AiCure LLC, Apixio Inc. (Centene Corporation), Atomwise Inc, Enlitic Inc., International Business Machines Corporation, Insilico Medicine Inc., Nuance Communications Inc., NuMedii Inc., Sensely Inc. and Sophia Genetics SA.

Key Questions Answered in This Report:

  • How has the global artificial intelligence in life sciences market performed so far and how will it perform in the coming years?
  • What has been the impact of COVID-19 on the global artificial intelligence in life sciences market?
  • What are the key regional markets?
  • What is the breakup of the market based on the offering?
  • What is the breakup of the market based on the deployment?
  • What is the breakup of the market based on the application?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global artificial intelligence in life sciences market and who are the key players?
  • What is the degree of competition in the industry?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Artificial Intelligence In Life Sciences Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Offering

  • 6.1 Software
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Hardware
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Services
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast

7 Market Breakup by Deployment

  • 7.1 On-premises
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Cloud-based
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast

8 Market Breakup by Application

  • 8.1 Drug Discovery
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Medical Diagnosis
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast
  • 8.3 Biotechnology
    • 8.3.1 Market Trends
    • 8.3.2 Market Forecast
  • 8.4 Clinical Trails
    • 8.4.1 Market Trends
    • 8.4.2 Market Forecast
  • 8.5 Precision and Personalized Medicine
    • 8.5.1 Market Trends
    • 8.5.2 Market Forecast
  • 8.6 Patient Monitoring
    • 8.6.1 Market Trends
    • 8.6.2 Market Forecast

9 Market Breakup by Region

  • 9.1 North America
    • 9.1.1 United States
      • 9.1.1.1 Market Trends
      • 9.1.1.2 Market Forecast
    • 9.1.2 Canada
      • 9.1.2.1 Market Trends
      • 9.1.2.2 Market Forecast
  • 9.2 Asia-Pacific
    • 9.2.1 China
      • 9.2.1.1 Market Trends
      • 9.2.1.2 Market Forecast
    • 9.2.2 Japan
      • 9.2.2.1 Market Trends
      • 9.2.2.2 Market Forecast
    • 9.2.3 India
      • 9.2.3.1 Market Trends
      • 9.2.3.2 Market Forecast
    • 9.2.4 South Korea
      • 9.2.4.1 Market Trends
      • 9.2.4.2 Market Forecast
    • 9.2.5 Australia
      • 9.2.5.1 Market Trends
      • 9.2.5.2 Market Forecast
    • 9.2.6 Indonesia
      • 9.2.6.1 Market Trends
      • 9.2.6.2 Market Forecast
    • 9.2.7 Others
      • 9.2.7.1 Market Trends
      • 9.2.7.2 Market Forecast
  • 9.3 Europe
    • 9.3.1 Germany
      • 9.3.1.1 Market Trends
      • 9.3.1.2 Market Forecast
    • 9.3.2 France
      • 9.3.2.1 Market Trends
      • 9.3.2.2 Market Forecast
    • 9.3.3 United Kingdom
      • 9.3.3.1 Market Trends
      • 9.3.3.2 Market Forecast
    • 9.3.4 Italy
      • 9.3.4.1 Market Trends
      • 9.3.4.2 Market Forecast
    • 9.3.5 Spain
      • 9.3.5.1 Market Trends
      • 9.3.5.2 Market Forecast
    • 9.3.6 Russia
      • 9.3.6.1 Market Trends
      • 9.3.6.2 Market Forecast
    • 9.3.7 Others
      • 9.3.7.1 Market Trends
      • 9.3.7.2 Market Forecast
  • 9.4 Latin America
    • 9.4.1 Brazil
      • 9.4.1.1 Market Trends
      • 9.4.1.2 Market Forecast
    • 9.4.2 Mexico
      • 9.4.2.1 Market Trends
      • 9.4.2.2 Market Forecast
    • 9.4.3 Others
      • 9.4.3.1 Market Trends
      • 9.4.3.2 Market Forecast
  • 9.5 Middle East and Africa
    • 9.5.1 Market Trends
    • 9.5.2 Market Breakup by Country
    • 9.5.3 Market Forecast

10 SWOT Analysis

  • 10.1 Overview
  • 10.2 Strengths
  • 10.3 Weaknesses
  • 10.4 Opportunities
  • 10.5 Threats

11 Value Chain Analysis

12 Porters Five Forces Analysis

  • 12.1 Overview
  • 12.2 Bargaining Power of Buyers
  • 12.3 Bargaining Power of Suppliers
  • 12.4 Degree of Competition
  • 12.5 Threat of New Entrants
  • 12.6 Threat of Substitutes

13 Price Analysis

14 Competitive Landscape

  • 14.1 Market Structure
  • 14.2 Key Players
  • 14.3 Profiles of Key Players
    • 14.3.1 AiCure LLC
      • 14.3.1.1 Company Overview
      • 14.3.1.2 Product Portfolio
    • 14.3.2 Apixio Inc. (Centene Corporation)
      • 14.3.2.1 Company Overview
      • 14.3.2.2 Product Portfolio
    • 14.3.3 Atomwise Inc
      • 14.3.3.1 Company Overview
      • 14.3.3.2 Product Portfolio
    • 14.3.4 Enlitic Inc.
      • 14.3.4.1 Company Overview
      • 14.3.4.2 Product Portfolio
    • 14.3.5 International Business Machines Corporation
      • 14.3.5.1 Company Overview
      • 14.3.5.2 Product Portfolio
      • 14.3.5.3 Financials
      • 14.3.5.4 SWOT Analysis
    • 14.3.6 Insilico Medicine Inc.
      • 14.3.6.1 Company Overview
      • 14.3.6.2 Product Portfolio
    • 14.3.7 Nuance Communications Inc.
      • 14.3.7.1 Company Overview
      • 14.3.7.2 Product Portfolio
      • 14.3.7.3 SWOT Analysis
    • 14.3.8 NuMedii Inc.
      • 14.3.8.1 Company Overview
      • 14.3.8.2 Product Portfolio
    • 14.3.9 Sensely Inc.
      • 14.3.9.1 Company Overview
      • 14.3.9.2 Product Portfolio
    • 14.3.10 Sophia Genetics SA
      • 14.3.10.1 Company Overview
      • 14.3.10.2 Product Portfolio
      • 14.3.10.3 Financials