精密医療におけるAIのグローバル市場2023-2030:NLP、深層学習

■ 英語タイトル:Artificial Intelligence In Precision Medicine Market Size, Share & Trends Analysis Report By Technology (NLP, Deep Learning), By Component (Software, Service), By Therapeutic Application (Neurology, Oncology), And Segment Forecasts, 2023 - 2030

調査会社Grand View Research社が発行したリサーチレポート(データ管理コード:GRV23AUG025)■ 発行会社/調査会社:Grand View Research
■ 商品コード:GRV23AUG025
■ 発行日:2023年7月25日
■ 調査対象地域:グローバル
■ 産業分野:医療用IT
■ ページ数:120
■ レポート言語:英語
■ レポート形式:PDF
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*** レポート概要(サマリー)***

精密医療における人工知能市場の成長と動向
Grand View Research, Inc.の最新レポートによると、精密医療における人工知能の世界市場規模は、予測期間中に35.8%のCAGRを示し、2030年までに145億米ドルに達する見込みです。デジタルヘルスケアと臨床医療記録に対する需要の高まりが、精密医療におけるAI市場を牽引しています。タイムリーな医療サービスをデジタルで提供するための重要なアプリケーションの1つは、医療機関内で権限を与えられた従業員によってアクセス、管理、作成される電子カルテ(EMR)です。さらに、EMRの使用は急速に拡大しており、より大きな発展とより簡単なアプリケーションが必要とされています。

米国の非営利医療団体であるヘンリー・J・カイザー・ファミリー財団によると、米国住民の45%が医療業界におけるケアの質が向上したと考えています。精密医療におけるウェアラブルの人気の高まりは、医療に革命をもたらし、個人の健康を積極的に管理する力を与えています。スマートウォッチ、フィットネストラッカー、バイオセンサーは、需要の高いウェアラブルデバイスのひとつです。これらのデバイスは、様々な健康指標に関するリアルタイムのデータ収集を提供し、貴重なツールとなっています。ウェアラブル端末は、バイタルサイン、身体活動、睡眠パターン、その他の生体データを継続的にモニタリングすることで、豊富な情報を提供します。

このように個人の健康状態を包括的に把握することで、医療提供者はニーズに合わせて治療計画や介入方法を個別化することができます。COVID-19の大流行は、ヘルスケア分野におけるAIの採用を加速させました。AIの応用により、精密医療や集団衛生から慢性疾患管理や医療画像に至るまで、さまざまな医療サービスが大幅に改善されました。COVID-19の管理におけるAIの活用は、市場の成長拡大に重要な役割を果たしています。一例として、ジョンズ・ホプキンス公衆衛生大学院のチームによるCOVID-19死亡リスク計算機の開発が挙げられます。このチームは、公衆衛生イニシアチブを導き、N-95マスクなどの予防のためのリソースを割り当てるためにAIを活用しました。

精密医療における人工知能市場レポートハイライト

- 技術別では、データセンターの進歩によりディープラーニング分野が2022年の市場を支配しました。

- 医療機関、医療提供者、患者による精密医療のためのAI搭載ソフトウェアソリューションの大幅な採用により、ソフトウェア分野が市場を席巻し、同分野の成長を牽引すると予測されます。

- 治療用途別では、腫瘍学分野が2022年の市場を独占しました。

- 一方、神経学セグメントは2023年から2030年にかけて最も速い成長率で成長する見込みです。

- 主要プレイヤーの存在感、技術進歩、研究開発への高投資により、2022年の世界市場は北米が支配的です。

- 2023年3月、Enlitic, Inc.は、Curie|ENCOGおよびCurie|ENDEXアプリケーションをホストするAIベースのプラットフォーム、Enlitic Curie 1.3の発売を発表しました。この発売により、放射線科は部門全体のワークフローを改善しやすくなります。

- 2022年5月、イスラエルを拠点とするリアルタイム継続最適化ソフトウェア開発企業Granulate Cloud Solutions Ltd.は、インテル社に買収されました。この買収により、データセンターおよびクラウドの顧客は、クラウドおよびインフラストラクチャのコストを削減しながら、ワークロードのパフォーマンスを最適化して計算できるようになります。

第1章. 調査手法&範囲
第2章. エグゼクティブサマリー
第3章. 精密医療における人工知能市場変動・動向・範囲
第4章. 精密医療における人工知能市場:技術別分析、2017年~2030年(百万ドル)
第5章. 精密医療における人工知能市場:コンポーネント別分析、2017年~2030年(百万ドル)
第6章. 精密医療における人工知能市場:治療用途別分析、2017年〜2030年(百万ドル)
第7章. 精密医療における人工知能市場:地域別分析、2017年~2030年(百万ドル)
第8章. 精密医療における人工知能市場 – 競合分析

世界の市場調査レポート販売サイト(H&Iグローバルリサーチ株式会社運営)
*** レポート目次(コンテンツ)***

Table of Contents

Chapter 1 Methodology and Scope
1.1 Market Segmentation and Scope
1.1.1 Technology
1.1.2 Component
1.1.3 Therapeutic Application
1.1.4 regional scope
1.1.5 Estimates and forecast timeline
1.2 Research Methodology
1.3 Information procurement
1.3.1 Purchased database
1.3.2 GVR’s internal database
1.3.3 Secondary sources
1.3.4 Primary research
1.3.5 Details of primary research
1.4 Information or Data Analysis
1.4.1 Data analysis models
1.5 Market Formulation & Validation
1.6 Model Details
1.6.1 Commodity Flow Analysis (Model 1)
1.6.1.1 Approach 1: Commodity Flow Approach
1.6.2 Volume price analysis (Model 2)
1.6.2.1 Approach 2: Volume price analysis
1.7 List of Secondary Sources
1.8 List of Primary Sources
1.9 List of Abbreviations
1.10 Objectives
1.10.1 Objective 1
1.10.2 Objective 2
1.10.3 Objective 3
1.10.4 Objective 4
Chapter 2 Executive Summary
2.1 Market Outlook
Chapter 3 AI in Precision Medicine Market Variables, Trends & Scope
3.1 Penetration & Growth Prospect Mapping, 2022
3.2 Regulatory Framework
3.3 Market Dynamics
3.3.1 Market driver analysis
3.3.2 Market restraints analysis
3.4 AI in Precision Medicine: Market Analysis Tools
3.4.1 Industry analysis – Porter’s
3.4.2 SWOT analysis, By PEST
3.5 Impact of COVID – 19
Chapter 4 AI in Precision Medicine Market: Segment Analysis, By Technology, 2017 – 2030 (USD Million)
4.1 Definitions & Scope
4.2 Technology Market Share Analysis, 2022 & 2030
4.3 AI in Precision Medicine Market, by Technology, 2017 to 2030
4.4 Market Size Forecasts and Trend Analysis
4.4.1 Deep Learning
4.4.1.1 Deep learning market, 2017 – 2030 (USD Million)
4.4.2 Querying Method
4.4.2.1 Querying method market, 2017 – 2030 (USD Million)
4.4.3 Natural Language Processing
4.4.3.1 Natural language processing market, 2017 – 2030 (USD Million)
4.4.4 Context-Aware Processing
4.4.4.1 Context-aware processing market, 2017 – 2030 (USD Million)
Chapter 5 AI in Precision Medicine Market: Segment Analysis, By Component, 2017 – 2030 (USD Million)
5.1 Definitions & Scope
5.2 Component Market Share Analysis, 2022 & 2030
5.3 AI in Precision Medicine Market, by Component, 2017 to 2030
5.4 Market Size Forecasts and Trend Analysis
5.4.1 Hardware
5.4.1.1 Hardware market, 2017 – 2030 (USD Million)
5.4.2 Software
5.4.2.1 Software market, 2017 – 2030 (USD Million)
5.4.3 Services
5.4.3.1 Services market, 2017 – 2030 (USD Million)
Chapter 6 AI in Precision Medicine Market: Segment Analysis, By Therapeutic Application, 2017 – 2030 (USD Million)
6.1 Definition and Scope
6.2 Therapeutic Application Market Share Analysis, 2022 & 2030
6.3 Market Size & Forecasts and Trend Analyses, 2017 to 2030
6.3.1 Oncology
6.3.1.1 Oncology market, 2017 – 2030 (USD Million)
6.3.2 Cardiology
6.3.2.1 Cardiology market, 2017 – 2030 (USD Million)
6.3.3 Neurology
6.3.3.1 Neurology market, 2017 – 2030 (USD Million)
6.3.4 Respiratory
6.3.4.1 Respiratory market, 2017 – 2030 (USD Million)
6.3.5 Others
6.3.5.1 Others market, 2017 – 2030 (USD Million)
Chapter 7 AI in Precision Medicine Market: Regional Market Analysis, 2017 – 2030 (USD Million)
7.1 Definition & Scope
7.2 Regional Market Share Analysis, 2022 & 2030
7.3 Regional Market Snapshot
7.4 Market Size, & Forecasts, Volume and Trend Analysis, 2017 to 2030
7.4.1 North America AI in Precision Medicine Market, 2017 – 2030 (USD Million)
7.4.2 U.S.
7.4.2.1 U.S. AI in precision medicine market, 2017 – 2030 (USD Million)
7.4.3 Canada
7.4.3.1 Canada AI in precision medicine market, 2017 – 2030 (USD Million)
7.5 Europe
7.5.1 Europe AI in Precision Medicine Market, 2017 – 2030 (USD Million)
7.5.2 UK
7.5.2.1 UK AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.2 Germany
7.5.2.1 Germany AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.3 France
7.5.3.1 France AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.4 Italy
7.5.4.1 Italy AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.5 Spain
7.5.5.1 Spain AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.6 Russia
7.5.6.1 Russia AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.7 Denmark
7.5.7.1 Denmark AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.8 Norway
7.5.8.1 Norway AI in precision medicine market, 2017 – 2030 (USD Million)
7.5.9 Sweden
7.5.9.1 Sweden AI in precision medicine market, 2017 – 2030 (USD Million)
7.6 Asia Pacific
7.6.1 Asia Pacific AI in Precision Medicine Market, 2017 – 2030 (USD Million)
7.6.2 Japan
7.6.2.1 Japan AI in precision medicine market, 2017 – 2030 (USD Million)
7.6.3 China
7.6.3.1 China AI in precision medicine market, 2017 – 2030 (USD Million)
7.6.4 India
7.6.4.1 India AI in precision medicine market, 2017 – 2030 (USD Million)
7.6.5 Australia
7.6.5.1 Australia AI in precision medicine market, 2017 – 2030 (USD Million)
7.6.6 South Korea
7.6.6.1 South Korea AI in precision medicine market, 2017 – 2030 (USD Million)
7.6.7 Singapore
7.6.7.1 Singapore AI in precision medicine market, 2017 – 2030 (USD Million)
7.6.8 Thailand
7.6.8.1 Thailand AI in precision medicine market, 2017 – 2030 (USD Million)
7.7 Latin America
7.7.1 Latin America AI in Precision Medicine Market, 2017 – 2030 (USD Million)
7.7.2 Brazil
7.7.2.1 Brazil AI in precision medicine market, 2017 – 2030 (USD Million)
7.7.3 Mexico
7.7.3.1 Mexico AI in precision medicine market, 2017 – 2030 (USD Million)
7.7.4 Argentina
7.7.4.1 Argentina AI in precision medicine market, 2017 – 2030 (USD Million)
7.7.5 Colombia
7.7.5.1 Colombia AI in precision medicine market, 2017 – 2030 (USD Million)
7.8 Middle East and Africa
7.8.1 MEA AI in Precision Medicine Market, 2017 – 2030 (USD Million)
7.8.2 South Africa
7.8.2.1 South Africa AI in precision medicine market, 2017 – 2030 (USD Million)
7.8.3 Saudi Arabia
7.8.3.1 Saudi Arabia AI in precision medicine market, 2017 – 2030 (USD Million)
7.8.4 UAE
7.8.4.1 UAE AI in precision medicine market, 2017 – 2030 (USD Million)
7.8.5 Israel
7.8.5.1 Israel AI in precision medicine market, 2017 – 2030 (USD Million)
7.8.6 Kuwait
7.8.6.1 Kuwait AI in precision medicine market, 2017 – 2030 (USD Million)
Chapter 8 AI in Precision Medicine Market – Competitive Analysis
8.1 Company Profiles
8.2 GE Healthcare
8.2.1 Company overview
8.2.2 Financial performance
8.2.3 Product benchmarking
8.2.4 Strategic initiatives
8.3 Sanofi
8.3.1 Company overview
8.3.2 Financial performance
8.3.3 Product benchmarking
8.3.4 Strategic initiatives
8.4 NVIDIA Corporation
8.4.1 Company overview
8.4.2 Product benchmarking
8.4.3 Strategic initiatives
8.5 Intel Corporation
8.5.1 Company overview
8.5.2 product benchmarking
8.5.3 Strategic initiatives
8.6 Mierosoft
8.6.1 Company overview
8.6.2 Product benchmarking
8.6.3 strategic initiatives
8.7 IBM
8.7.1 Company overview
8.7.2 Financial performance
8.7.3 Product benchmarking
8.7.4 Strategic initiatives
8.8 Alphabet Inc. (Google Inc.)
8.8.1 Company overview
8.8.2 Product benchmarking
8.9 BioXcel Therapeutics INC
8.9.1 Company overview
8.9.2 Product benchmarking
8.9.3 Strategic initiatives
8.10 Enlitic, Inc.
8.10.1 Company overview
8.10.2 Product benchmarking
8.10.3 Strategic initiatives
8.11 AstraZeneca
8.11.1 Company overview
8.11.2 Product benchmarking
8.11.3 Strategic initiatives

List of Tables

Table 1 List of secondary sources
Table 2 North America AI in precision medicine market estimates and forecasts, by country, 2017 - 2030 (USD Million)
Table 3 North America AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 4 North America AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 5 North America AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 6 U.S. AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 7 U.S. AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 8 U.S. AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 9 Canada AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 10 Canada AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 11 Canada AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 12 Europe AI in precision medicine market estimates and forecasts, by country, 2017 - 2030 (USD Million)
Table 13 Europe AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 14 Europe AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 15 Europe AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 16 UK AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 17 UK AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 18 UK AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 19 Germany AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 20 Germany AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 21 Germany AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 22 France AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 23 France AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 24 France AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 25 Italy AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 26 Italy AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 27 Italy AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 28 Spain AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 29 Spain AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 30 Spain AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 31 Russia AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 32 Russia AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 33 Russia AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 34 Norway AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 35 Norway AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 36 Norway AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 37 Denmark AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 38 Denmark AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 39 Denmark AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 40 Sweden AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 41 Sweden AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 42 Sweden AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 43 Asia Pacific AI in precision medicine market estimates and forecasts, by country, 2017 - 2030 (USD Million)
Table 44 Asia Pacific AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 45 Asia Pacific AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 46 Asia Pacific AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 47 Japan AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 48 Japan AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 49 Japan AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 50 China AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 51 China AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 52 China AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 53 India AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 54 India AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 55 India AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 56 Australia AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 57 Australia AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 58 Australia AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 59 South Korea AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 60 South Korea AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 61 South Korea AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 62 Singapore AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 63 Singapore AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 64 Singapore AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 65 Thailand AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 66 Thailand AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 67 Thailand AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 68 Latin America AI in precision medicine market estimates and forecasts, by country, 2017 - 2030 (USD Million)
Table 69 Latin America AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 70 Latin America AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 71 Latin America AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 72 Brazil AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 73 Brazil AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 74 Brazil AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 75 Mexico AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 76 Mexico AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 77 Mexico AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 78 Argentina AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 79 Argentina AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 80 Argentina AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 81 Columbia AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 82 Columbia AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 83 Columbia AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 84 MEA AI in precision medicine market estimates and forecasts, by country, 2017 - 2030 (USD Million)
Table 85 MEA AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 86 MEA AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 87 MEA AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 88 South Africa AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 89 South Africa AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 90 South Africa AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 91 Saudi Arabia AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 92 Saudi Arabia AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 93 Saudi Arabia AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 94 UAE AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 95 UAE AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 96 UAE AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 97 Israel AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 98 Israel AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 99 Israel AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)
Table 100 Kuwait AI in precision medicine market estimates and forecasts, by technology, 2017 - 2030 (USD Million)
Table 101 Kuwait AI in precision medicine market estimates and forecasts, by component, 2017 - 2030 (USD Million)
Table 102 Kuwait AI in precision medicine market estimates and forecasts, by therapeutic application, 2017 - 2030 (USD Million)

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