世界および日本の放射線診断用AI市場の洞察、2027年までの予測Global and Japan AI for Radiology Market Insights, Forecast to 2027 人工知能(AI)は機械知能とも呼ばれ、人間が自然に示す知能とは対照的に、機械が示す知能である。AIは、放射線科医のワークフローを最適化し、定量的な放射線検査を容易にし、ゲノムマーカーの発見を支援するこ... もっと見る
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サマリー人工知能(AI)は機械知能とも呼ばれ、人間が自然に示す知能とは対照的に、機械が示す知能である。AIは、放射線科医のワークフローを最適化し、定量的な放射線検査を容易にし、ゲノムマーカーの発見を支援することができると多くの人が信じています。本レポートでは、主に放射線治療用AI市場について調査しています。市場分析とインサイト世界と日本の放射線治療用AI市場 当レポートでは、世界と日本の放射線治療用AI市場に焦点を当てています。 2020年の世界の放射線治療用AI市場規模はXX百万米ドルで、2021年から2027年の間にXX%のCAGRで、2027年末までにXX百万米ドルに達すると予想されています。日本では、放射線治療用AIの市場規模は、2020年のXX百万米ドルから2027年にはXX百万米ドルまで、予測期間中にXX%のCAGRで成長すると予測されています。 世界の放射線治療用AIの範囲と市場規模 放射線治療用AI市場は、地域(国)別、プレイヤー別、タイプ別、アプリケーション別に分類されています。世界の放射線治療用AI市場に参加するプレイヤー、ステークホルダー、その他の参加者は、本レポートを強力なリソースとして活用することで、優位に立つことができるでしょう。セグメント別分析では、地域(国)別、タイプ別、アプリケーション別に、2016年から2027年までの収益と予測に焦点を当てています。 日本市場では、2016-2027年の期間で、プレイヤー別、タイプ別、アプリケーション別の放射線治療用AIの市場規模に注目しています。主要プレイヤーには、日本で重要な役割を果たしているグローバルプレイヤーとローカルプレイヤーが含まれています。 タイプ別セグメント ディープラーニング コンピュータビジョン その他 アプリケーション別 神経学 心臓血管 乳房 肺 肝臓 その他 地域別 北アメリカ アメリカ カナダ ヨーロッパ ドイツ フランス イギリス イタリア ロシア アジアパシフィック 中国 日本 韓国 インド オーストラリア 台湾 インドネシア タイ マレーシア フィリピン ベトナム ラテンアメリカ メキシコ ブラジル アルゼンチン 中近東・アフリカ トルコ サウジアラビア U.A.E. 会社別 Arterys アイドック Qure.ai ゼネラル・エレクトリック(GE)社 IBM インテル メドトロニック マイクロソフト エヌビディア シーメンス社 目次1 Study Coverage1.1 AI for Radiology Product Introduction 1.2 Market by Type 1.2.1 Global AI for Radiology Market Size Growth Rate by Type 1.2.2 Deep Learning 1.2.3 Computer Vision 1.2.4 Others 1.3 Market by Application 1.3.1 Global AI for Radiology Market Size Growth Rate by Application 1.3.2 Neurology 1.3.3 Cardiovascular 1.3.4 Breast 1.3.5 Lung 1.3.6 Liver 1.3.7 Others 1.4 Study Objectives 1.5 Years Considered 2 Executive Summary 2.1 Global AI for Radiology Market Size, Estimates and Forecasts 2.1.1 Global AI for Radiology Revenue 2016-2027 2.1.2 Global AI for Radiology Sales 2016-2027 2.2 Global AI for Radiology, Market Size by Region: 2016 VS 2021 VS 2027 2.3 AI for Radiology Historical Market Size by Region (2016-2021) 2.3.1 Global AI for Radiology Retrospective Market Scenario in Sales by Region: 2016-2021 2.3.2 Global AI for Radiology Retrospective Market Scenario in Revenue by Region: 2016-2021 2.4 AI for Radiology Market Estimates and Projections by Region (2022-2027) 2.4.1 Global AI for Radiology Sales Forecast by Region (2022-2027) 2.4.2 Global AI for Radiology Revenue Forecast by Region (2022-2027) 3 Global AI for Radiology Competitor Landscape by Players 3.1 Global Top AI for Radiology Manufacturers by Sales 3.1.1 Global AI for Radiology Sales by Manufacturer (2016-2021) 3.1.2 Global AI for Radiology Sales Market Share by Manufacturer (2016-2021) 3.2 Global Top AI for Radiology Manufacturers by Revenue 3.2.1 Key AI for Radiology Manufacturers Covered: Ranking by Revenue 3.2.2 Global AI for Radiology Revenue by Manufacturers (2016-2021) 3.2.3 Global AI for Radiology Revenue Share by Manufacturers (2016-2021) 3.2.4 Global AI for Radiology Market Concentration Ratio (CR5 and HHI) (2016-2021) 3.2.5 Global Top 10 and Top 5 Companies by AI for Radiology Revenue in 2020 3.2.6 Global AI for Radiology Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Global AI for Radiology Price by Manufacturers 3.4 Global AI for Radiology Manufacturing Base Distribution, Product Types 3.4.1 AI for Radiology Manufacturers Manufacturing Base Distribution, Headquarters 3.4.2 Manufacturers AI for Radiology Product Type 3.4.3 Date of International Manufacturers Enter into AI for Radiology Market 3.5 Manufacturers Mergers & Acquisitions, Expansion Plans 4 Breakdown Data by Type (2016-2027) 4.1 Global AI for Radiology Market Size by Type (2016-2021) 4.1.1 Global AI for Radiology Sales by Type (2016-2021) 4.1.2 Global AI for Radiology Revenue by Type (2016-2021) 4.1.3 AI for Radiology Average Selling Price (ASP) by Type (2016-2021) 4.2 Global AI for Radiology Market Size Forecast by Type (2022-2027) 4.2.1 Global AI for Radiology Sales Forecast by Type (2022-2027) 4.2.2 Global AI for Radiology Revenue Forecast by Type (2022-2027) 4.2.3 AI for Radiology Average Selling Price (ASP) Forecast by Type (2022-2027) 5 Breakdown Data by Application (2016-2027) 5.1 Global AI for Radiology Market Size by Application (2016-2021) 5.1.1 Global AI for Radiology Sales by Application (2016-2021) 5.1.2 Global AI for Radiology Revenue by Application (2016-2021) 5.1.3 AI for Radiology Price by Application (2016-2021) 5.2 AI for Radiology Market Size Forecast by Application (2022-2027) 5.2.1 Global AI for Radiology Sales Forecast by Application (2022-2027) 5.2.2 Global AI for Radiology Revenue Forecast by Application (2022-2027) 5.2.3 Global AI for Radiology Price Forecast by Application (2022-2027) 6 Japan by Players, Type and Application 6.1 Japan AI for Radiology Market Size YoY Growth 2016-2027 6.1.1 Japan AI for Radiology Sales YoY Growth 2016-2027 6.1.2 Japan AI for Radiology Revenue YoY Growth 2016-2027 6.1.3 Japan AI for Radiology Market Share in Global Market 2016-2027 6.2 Japan AI for Radiology Market Size by Players (International and Local Players) 6.2.1 Japan Top AI for Radiology Players by Sales (2016-2021) 6.2.2 Japan Top AI for Radiology Players by Revenue (2016-2021) 6.3 Japan AI for Radiology Historic Market Review by Type (2016-2021) 6.3.1 Japan AI for Radiology Sales Market Share by Type (2016-2021) 6.3.2 Japan AI for Radiology Revenue Market Share by Type (2016-2021) 6.3.3 Japan AI for Radiology Price by Type (2016-2021) 6.4 Japan AI for Radiology Market Estimates and Forecasts by Type (2022-2027) 6.4.1 Japan AI for Radiology Sales Forecast by Type (2022-2027) 6.4.2 Japan AI for Radiology Revenue Forecast by Type (2022-2027) 6.4.3 Japan AI for Radiology Price Forecast by Type (2022-2027) 6.5 Japan AI for Radiology Historic Market Review by Application (2016-2021) 6.5.1 Japan AI for Radiology Sales Market Share by Application (2016-2021) 6.5.2 Japan AI for Radiology Revenue Market Share by Application (2016-2021) 6.5.3 Japan AI for Radiology Price by Application (2016-2021) 6.6 Japan AI for Radiology Market Estimates and Forecasts by Application (2022-2027) 6.6.1 Japan AI for Radiology Sales Forecast by Application (2022-2027) 6.6.2 Japan AI for Radiology Revenue Forecast by Application (2022-2027) 6.6.3 Japan AI for Radiology Price Forecast by Application (2022-2027) 7 North America 7.1 North America AI for Radiology Market Size YoY Growth 2016-2027 7.2 North America AI for Radiology Market Facts & Figures by Country 7.2.1 North America AI for Radiology Sales by Country (2016-2021) 7.2.2 North America AI for Radiology Revenue by Country (2016-2021) 7.2.3 U.S. 7.2.4 Canada 8 Asia Pacific 8.1 Asia Pacific AI for Radiology Market Size YoY Growth 2016-2027 8.2 Asia Pacific AI for Radiology Market Facts & Figures by Region 8.2.1 Asia Pacific AI for Radiology Sales by Region (2016-2021) 8.2.2 Asia Pacific AI for Radiology Revenue by Region (2016-2021) 8.2.3 China 8.2.4 Japan 8.2.5 South Korea 8.2.6 India 8.2.7 Australia 8.2.8 Australia 8.2.9 Indonesia 8.2.10 Thailand 8.2.11 Malaysia 8.2.12 Philippines 8.2.13 Vietnam 9 Europe 9.1 Europe AI for Radiology Market Size YoY Growth 2016-2027 9.2 Europe AI for Radiology Market Facts & Figures by Country 9.2.1 Europe AI for Radiology Sales by Country (2016-2021) 9.2.2 Europe AI for Radiology Revenue by Country (2016-2021) 9.2.3 Germany 9.2.4 France 9.2.5 U.K. 9.2.6 Italy 10 Latin America 10.1 Latin America AI for Radiology Market Size YoY Growth 2016-2027 10.2 Latin America AI for Radiology Market Facts & Figures by Country 10.2.1 Latin America AI for Radiology Sales by Country (2016-2021) 10.2.2 Latin America AI for Radiology Revenue by Country (2016-2021) 10.2.3 Mexico 10.2.4 Brazil 10.2.5 Argentina 11 Middle East and Africa 11.1 Middle East and Africa AI for Radiology Market Size YoY Growth 2016-2027 11.2 Middle East and Africa AI for Radiology Market Facts & Figures by Country 11.2.1 Middle East and Africa AI for Radiology Sales by Country (2016-2021) 11.2.2 Middle East and Africa AI for Radiology Revenue by Country (2016-2021) 11.2.3 Turkey 11.2.4 Saudi Arabia 11.2.5 U.A.E 12 Company Profiles 12.1 Arterys 12.1.1 Arterys Corporation Information 12.1.2 Arterys Description and Business Overview 12.1.3 Arterys AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.1.4 Arterys AI for Radiology Products Offered 12.1.5 Arterys Recent Development 12.2 Aidoc 12.2.1 Aidoc Corporation Information 12.2.2 Aidoc Description and Business Overview 12.2.3 Aidoc AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.2.4 Aidoc AI for Radiology Products Offered 12.2.5 Aidoc Recent Development 12.3 Qure.ai 12.3.1 Qure.ai Corporation Information 12.3.2 Qure.ai Description and Business Overview 12.3.3 Qure.ai AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.3.4 Qure.ai AI for Radiology Products Offered 12.3.5 Qure.ai Recent Development 12.4 General Electric (GE) Company 12.4.1 General Electric (GE) Company Corporation Information 12.4.2 General Electric (GE) Company Description and Business Overview 12.4.3 General Electric (GE) Company AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.4.4 General Electric (GE) Company AI for Radiology Products Offered 12.4.5 General Electric (GE) Company Recent Development 12.5 IBM 12.5.1 IBM Corporation Information 12.5.2 IBM Description and Business Overview 12.5.3 IBM AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.5.4 IBM AI for Radiology Products Offered 12.5.5 IBM Recent Development 12.6 Intel 12.6.1 Intel Corporation Information 12.6.2 Intel Description and Business Overview 12.6.3 Intel AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.6.4 Intel AI for Radiology Products Offered 12.6.5 Intel Recent Development 12.7 Medtronic 12.7.1 Medtronic Corporation Information 12.7.2 Medtronic Description and Business Overview 12.7.3 Medtronic AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.7.4 Medtronic AI for Radiology Products Offered 12.7.5 Medtronic Recent Development 12.8 Microsoft 12.8.1 Microsoft Corporation Information 12.8.2 Microsoft Description and Business Overview 12.8.3 Microsoft AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.8.4 Microsoft AI for Radiology Products Offered 12.8.5 Microsoft Recent Development 12.9 NVIDIA 12.9.1 NVIDIA Corporation Information 12.9.2 NVIDIA Description and Business Overview 12.9.3 NVIDIA AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.9.4 NVIDIA AI for Radiology Products Offered 12.9.5 NVIDIA Recent Development 12.10 Siemens AG 12.10.1 Siemens AG Corporation Information 12.10.2 Siemens AG Description and Business Overview 12.10.3 Siemens AG AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.10.4 Siemens AG AI for Radiology Products Offered 12.10.5 Siemens AG Recent Development 12.11 Arterys 12.11.1 Arterys Corporation Information 12.11.2 Arterys Description and Business Overview 12.11.3 Arterys AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.11.4 Arterys AI for Radiology Products Offered 12.11.5 Arterys Recent Development 13 Market Opportunities, Challenges, Risks and Influences Factors Analysis 13.1 AI for Radiology Industry Trends 13.2 AI for Radiology Market Drivers 13.3 AI for Radiology Market Challenges 13.4 AI for Radiology Market Restraints 14 Value Chain and Sales Channels Analysis 14.1 Value Chain Analysis 14.2 AI for Radiology Customers 14.3 Sales Channels Analysis 14.3.1 Sales Channels 14.3.2 Distributors 15 Research Findings and Conclusion 16 Appendix 16.1 Research Methodology 16.1.1 Methodology/Research Approach 16.1.2 Data Source 16.2 Author Details 16.3 Disclaimer
SummaryArtificial intelligence (AI), sometimes-called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans. AI, many believe, can and will optimize radiologists' workflows, facilitate quantitative radiology, and assist in discovering genomic markers. This report mainly studies AI for Radiology market. Table of Contents1 Study Coverage1.1 AI for Radiology Product Introduction 1.2 Market by Type 1.2.1 Global AI for Radiology Market Size Growth Rate by Type 1.2.2 Deep Learning 1.2.3 Computer Vision 1.2.4 Others 1.3 Market by Application 1.3.1 Global AI for Radiology Market Size Growth Rate by Application 1.3.2 Neurology 1.3.3 Cardiovascular 1.3.4 Breast 1.3.5 Lung 1.3.6 Liver 1.3.7 Others 1.4 Study Objectives 1.5 Years Considered 2 Executive Summary 2.1 Global AI for Radiology Market Size, Estimates and Forecasts 2.1.1 Global AI for Radiology Revenue 2016-2027 2.1.2 Global AI for Radiology Sales 2016-2027 2.2 Global AI for Radiology, Market Size by Region: 2016 VS 2021 VS 2027 2.3 AI for Radiology Historical Market Size by Region (2016-2021) 2.3.1 Global AI for Radiology Retrospective Market Scenario in Sales by Region: 2016-2021 2.3.2 Global AI for Radiology Retrospective Market Scenario in Revenue by Region: 2016-2021 2.4 AI for Radiology Market Estimates and Projections by Region (2022-2027) 2.4.1 Global AI for Radiology Sales Forecast by Region (2022-2027) 2.4.2 Global AI for Radiology Revenue Forecast by Region (2022-2027) 3 Global AI for Radiology Competitor Landscape by Players 3.1 Global Top AI for Radiology Manufacturers by Sales 3.1.1 Global AI for Radiology Sales by Manufacturer (2016-2021) 3.1.2 Global AI for Radiology Sales Market Share by Manufacturer (2016-2021) 3.2 Global Top AI for Radiology Manufacturers by Revenue 3.2.1 Key AI for Radiology Manufacturers Covered: Ranking by Revenue 3.2.2 Global AI for Radiology Revenue by Manufacturers (2016-2021) 3.2.3 Global AI for Radiology Revenue Share by Manufacturers (2016-2021) 3.2.4 Global AI for Radiology Market Concentration Ratio (CR5 and HHI) (2016-2021) 3.2.5 Global Top 10 and Top 5 Companies by AI for Radiology Revenue in 2020 3.2.6 Global AI for Radiology Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Global AI for Radiology Price by Manufacturers 3.4 Global AI for Radiology Manufacturing Base Distribution, Product Types 3.4.1 AI for Radiology Manufacturers Manufacturing Base Distribution, Headquarters 3.4.2 Manufacturers AI for Radiology Product Type 3.4.3 Date of International Manufacturers Enter into AI for Radiology Market 3.5 Manufacturers Mergers & Acquisitions, Expansion Plans 4 Breakdown Data by Type (2016-2027) 4.1 Global AI for Radiology Market Size by Type (2016-2021) 4.1.1 Global AI for Radiology Sales by Type (2016-2021) 4.1.2 Global AI for Radiology Revenue by Type (2016-2021) 4.1.3 AI for Radiology Average Selling Price (ASP) by Type (2016-2021) 4.2 Global AI for Radiology Market Size Forecast by Type (2022-2027) 4.2.1 Global AI for Radiology Sales Forecast by Type (2022-2027) 4.2.2 Global AI for Radiology Revenue Forecast by Type (2022-2027) 4.2.3 AI for Radiology Average Selling Price (ASP) Forecast by Type (2022-2027) 5 Breakdown Data by Application (2016-2027) 5.1 Global AI for Radiology Market Size by Application (2016-2021) 5.1.1 Global AI for Radiology Sales by Application (2016-2021) 5.1.2 Global AI for Radiology Revenue by Application (2016-2021) 5.1.3 AI for Radiology Price by Application (2016-2021) 5.2 AI for Radiology Market Size Forecast by Application (2022-2027) 5.2.1 Global AI for Radiology Sales Forecast by Application (2022-2027) 5.2.2 Global AI for Radiology Revenue Forecast by Application (2022-2027) 5.2.3 Global AI for Radiology Price Forecast by Application (2022-2027) 6 Japan by Players, Type and Application 6.1 Japan AI for Radiology Market Size YoY Growth 2016-2027 6.1.1 Japan AI for Radiology Sales YoY Growth 2016-2027 6.1.2 Japan AI for Radiology Revenue YoY Growth 2016-2027 6.1.3 Japan AI for Radiology Market Share in Global Market 2016-2027 6.2 Japan AI for Radiology Market Size by Players (International and Local Players) 6.2.1 Japan Top AI for Radiology Players by Sales (2016-2021) 6.2.2 Japan Top AI for Radiology Players by Revenue (2016-2021) 6.3 Japan AI for Radiology Historic Market Review by Type (2016-2021) 6.3.1 Japan AI for Radiology Sales Market Share by Type (2016-2021) 6.3.2 Japan AI for Radiology Revenue Market Share by Type (2016-2021) 6.3.3 Japan AI for Radiology Price by Type (2016-2021) 6.4 Japan AI for Radiology Market Estimates and Forecasts by Type (2022-2027) 6.4.1 Japan AI for Radiology Sales Forecast by Type (2022-2027) 6.4.2 Japan AI for Radiology Revenue Forecast by Type (2022-2027) 6.4.3 Japan AI for Radiology Price Forecast by Type (2022-2027) 6.5 Japan AI for Radiology Historic Market Review by Application (2016-2021) 6.5.1 Japan AI for Radiology Sales Market Share by Application (2016-2021) 6.5.2 Japan AI for Radiology Revenue Market Share by Application (2016-2021) 6.5.3 Japan AI for Radiology Price by Application (2016-2021) 6.6 Japan AI for Radiology Market Estimates and Forecasts by Application (2022-2027) 6.6.1 Japan AI for Radiology Sales Forecast by Application (2022-2027) 6.6.2 Japan AI for Radiology Revenue Forecast by Application (2022-2027) 6.6.3 Japan AI for Radiology Price Forecast by Application (2022-2027) 7 North America 7.1 North America AI for Radiology Market Size YoY Growth 2016-2027 7.2 North America AI for Radiology Market Facts & Figures by Country 7.2.1 North America AI for Radiology Sales by Country (2016-2021) 7.2.2 North America AI for Radiology Revenue by Country (2016-2021) 7.2.3 U.S. 7.2.4 Canada 8 Asia Pacific 8.1 Asia Pacific AI for Radiology Market Size YoY Growth 2016-2027 8.2 Asia Pacific AI for Radiology Market Facts & Figures by Region 8.2.1 Asia Pacific AI for Radiology Sales by Region (2016-2021) 8.2.2 Asia Pacific AI for Radiology Revenue by Region (2016-2021) 8.2.3 China 8.2.4 Japan 8.2.5 South Korea 8.2.6 India 8.2.7 Australia 8.2.8 Australia 8.2.9 Indonesia 8.2.10 Thailand 8.2.11 Malaysia 8.2.12 Philippines 8.2.13 Vietnam 9 Europe 9.1 Europe AI for Radiology Market Size YoY Growth 2016-2027 9.2 Europe AI for Radiology Market Facts & Figures by Country 9.2.1 Europe AI for Radiology Sales by Country (2016-2021) 9.2.2 Europe AI for Radiology Revenue by Country (2016-2021) 9.2.3 Germany 9.2.4 France 9.2.5 U.K. 9.2.6 Italy 10 Latin America 10.1 Latin America AI for Radiology Market Size YoY Growth 2016-2027 10.2 Latin America AI for Radiology Market Facts & Figures by Country 10.2.1 Latin America AI for Radiology Sales by Country (2016-2021) 10.2.2 Latin America AI for Radiology Revenue by Country (2016-2021) 10.2.3 Mexico 10.2.4 Brazil 10.2.5 Argentina 11 Middle East and Africa 11.1 Middle East and Africa AI for Radiology Market Size YoY Growth 2016-2027 11.2 Middle East and Africa AI for Radiology Market Facts & Figures by Country 11.2.1 Middle East and Africa AI for Radiology Sales by Country (2016-2021) 11.2.2 Middle East and Africa AI for Radiology Revenue by Country (2016-2021) 11.2.3 Turkey 11.2.4 Saudi Arabia 11.2.5 U.A.E 12 Company Profiles 12.1 Arterys 12.1.1 Arterys Corporation Information 12.1.2 Arterys Description and Business Overview 12.1.3 Arterys AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.1.4 Arterys AI for Radiology Products Offered 12.1.5 Arterys Recent Development 12.2 Aidoc 12.2.1 Aidoc Corporation Information 12.2.2 Aidoc Description and Business Overview 12.2.3 Aidoc AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.2.4 Aidoc AI for Radiology Products Offered 12.2.5 Aidoc Recent Development 12.3 Qure.ai 12.3.1 Qure.ai Corporation Information 12.3.2 Qure.ai Description and Business Overview 12.3.3 Qure.ai AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.3.4 Qure.ai AI for Radiology Products Offered 12.3.5 Qure.ai Recent Development 12.4 General Electric (GE) Company 12.4.1 General Electric (GE) Company Corporation Information 12.4.2 General Electric (GE) Company Description and Business Overview 12.4.3 General Electric (GE) Company AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.4.4 General Electric (GE) Company AI for Radiology Products Offered 12.4.5 General Electric (GE) Company Recent Development 12.5 IBM 12.5.1 IBM Corporation Information 12.5.2 IBM Description and Business Overview 12.5.3 IBM AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.5.4 IBM AI for Radiology Products Offered 12.5.5 IBM Recent Development 12.6 Intel 12.6.1 Intel Corporation Information 12.6.2 Intel Description and Business Overview 12.6.3 Intel AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.6.4 Intel AI for Radiology Products Offered 12.6.5 Intel Recent Development 12.7 Medtronic 12.7.1 Medtronic Corporation Information 12.7.2 Medtronic Description and Business Overview 12.7.3 Medtronic AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.7.4 Medtronic AI for Radiology Products Offered 12.7.5 Medtronic Recent Development 12.8 Microsoft 12.8.1 Microsoft Corporation Information 12.8.2 Microsoft Description and Business Overview 12.8.3 Microsoft AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.8.4 Microsoft AI for Radiology Products Offered 12.8.5 Microsoft Recent Development 12.9 NVIDIA 12.9.1 NVIDIA Corporation Information 12.9.2 NVIDIA Description and Business Overview 12.9.3 NVIDIA AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.9.4 NVIDIA AI for Radiology Products Offered 12.9.5 NVIDIA Recent Development 12.10 Siemens AG 12.10.1 Siemens AG Corporation Information 12.10.2 Siemens AG Description and Business Overview 12.10.3 Siemens AG AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.10.4 Siemens AG AI for Radiology Products Offered 12.10.5 Siemens AG Recent Development 12.11 Arterys 12.11.1 Arterys Corporation Information 12.11.2 Arterys Description and Business Overview 12.11.3 Arterys AI for Radiology Sales, Revenue and Gross Margin (2016-2021) 12.11.4 Arterys AI for Radiology Products Offered 12.11.5 Arterys Recent Development 13 Market Opportunities, Challenges, Risks and Influences Factors Analysis 13.1 AI for Radiology Industry Trends 13.2 AI for Radiology Market Drivers 13.3 AI for Radiology Market Challenges 13.4 AI for Radiology Market Restraints 14 Value Chain and Sales Channels Analysis 14.1 Value Chain Analysis 14.2 AI for Radiology Customers 14.3 Sales Channels Analysis 14.3.1 Sales Channels 14.3.2 Distributors 15 Research Findings and Conclusion 16 Appendix 16.1 Research Methodology 16.1.1 Methodology/Research Approach 16.1.2 Data Source 16.2 Author Details 16.3 Disclaimer
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