ヘルスケアにおけるAIの世界市場。コンポーネント別、アルゴリズム別、アプリケーション別、エンドユーザー別、地域別サイズと予測、COVID-19のインパクト分析、2027年までの予測付きGlobal AI in Healthcare Market: Analysis By Component, By Algorithm, By Application, By End User, By Region Size & Forecast with Impact Analysis of COVID-19 and Forecast up to 2027 人工知能(AI)は、癌などの慢性疾患に苦しむ個人のケアに役立つ効率的で正確な発明を展開し、できればその治療法を見つけるために利用されています。AIアルゴリズムは、学習データを分析できるようにすることで... もっと見る
サマリー人工知能(AI)は、癌などの慢性疾患に苦しむ個人のケアに役立つ効率的で正確な発明を展開し、できればその治療法を見つけるために利用されています。AIアルゴリズムは、学習データを分析できるようにすることでシステムの精度を向上させ、治療のばらつき、ケアプロセス、診断、患者の転帰について前例のない洞察を得ることができるようになります。2021年、世界のヘルスケアにおけるAI市場は67億1000万米ドルと評価され、2027年には417億米ドルに達する可能性が高いとされています。特許失効数の増加による臨床試験の迅速化需要の急増、手術ロボットの採用増加による需要の急増、医療ロボット研究のための資金調達の増加、スマートフォンの普及率上昇に伴う仮想アシスタントの採用増加などが、今後数年間のヘルスケアにおけるAI市場の需要に影響を与えると考えられます。ヘルスケアにおけるAI市場は、2022年から2027年の予測期間中に、37.48%のCAGRで成長すると予測されています。 市場セグメンテーション分析。 コンポーネント別。本レポートでは、世界のヘルスケアにおけるAI市場を3つのコンポーネントに分類しています。ソフトウェアソリューション、ハードウェア、サービスです。2021年の市場シェアは、ソフトウェアソリューション部門がほぼ半分を占めています。患者と医療スタッフの間の高いアンバランス、患者ケアを改善する能力、医療費削減の可能性は、過去数年間、ヘルスケアにおけるAIソフトウェアソリューションの採用を促進した主要な要因の一部です。 アルゴリズム別。報告書によると、世界のヘルスケアにおけるAI市場は、4つのアルゴリズムに分別されます。自然言語処理、クエリ方式、コンテキスト認識処理、ディープラーニングです。自然言語処理分野は、ほとんどのAIプロトコルに不可欠な要素である信号削減、データマイニング、画像認識の利用が増加していることから、2021年の市場において46%の主要シェアを占めています。 アプリケーション別本レポートによると、世界のヘルスケアにおけるAI市場は10のアプリケーションに区分されています。臨床試験、ロボット支援手術、コネクテッドマシン、不正検出、バーチャルアシスタント、管理ワークフローアシスタント、診断、投薬ミス削減、サイバーセキュリティ、その他です。臨床試験分野は、特許失効の増加、新薬発見のニーズに応えるための迅速かつ正確な臨床試験への需要の高まりにより、2021年に約23%のシェアを占めたという。 エンドユーザー別本レポートでは、世界のヘルスケアにおけるAI市場を5つのエンドユーザーに分類しています。病院・ヘルスケアプロバイダー、製薬・バイオテクノロジー企業、患者、ヘルスケアペイヤー、その他の5つです。2021年には、COVID-19のパンデミックや社会的距離規範等による制約を考慮したテレヘルスのトレンドの上昇により、病院&ヘルスケアプロバイダー部門が市場の約28%を占めました。 地域別では本レポートによると、世界のヘルスケアにおけるAI市場は、大きく4つの地域に分けられます。アジア太平洋地域(中国、日本、インド、韓国、その他のアジア太平洋地域)、北米(アメリカ、カナダ、メキシコ)、ヨーロッパ(ドイツ、イギリス、フランス、イタリア、スペイン、その他のヨーロッパ地域)、その他の世界。北米のヘルスケアにおけるAI市場は、主にヘルスケア分野における人工知能スタートアップの増加、医療分野における機械学習の採用急増により、米国やカナダなどの国々でヘルスケアにおけるAI市場の成長につながり、2021年には約40%の市場シェアを享受しました。 米国は引き続き北米のヘルスケアにおけるAI市場の有力な地域であり、連続したケアにわたるAI技術の採用の増加を占めているが、高い医療費とCOVID-19パンデミックの発生が相まって、地域全体の病院や診療所におけるAIの採用を加速している。 世界のAI in Healthcare市場のダイナミクス。 成長の原動力。手術ロボットは複雑な手術を支援するために設計されているだけでなく、AIと機械学習によって自動化された手術を行うためのテストが行われています。AIは、意思決定、問題解決、音声認識などの認知機能の推論と実行で手術ロボットを支援し、ヘルスケアにおけるAI市場の成長に貢献します。さらに、ヘルスケアデータの量の増加、高齢者介護のためのAIベースのツールの可能性の高まり、ヘルスケアにおけるAI案件への投資の急増、ウェアラブルデバイスの急速な普及、オンライン薬局の浸透のエスカレート、などにより市場の拡大が見込まれています。 課題電子カルテ、電子処方箋、医療アプリなどのAIソリューションの実装には、厳重なデータセキュリティが必要です。AIは、ヘルスケアにおいていくつかの有用なアプリケーションを持っています。しかし、データプライバシーに関する懸念から、同産業におけるAIの採用は制限されています。ヘルスケア分野におけるAI市場が直面するもう一つの課題は、AIベースの技術などを採用することに医療従事者が消極的であることです。 トレンドヘルスケア分野におけるAI市場の主要なトレンドは、在宅医療へのシフトが進んでいることです。遠隔医療による在宅医療へのシフトは、ウェアラブルデバイスやデータ分析の活用を可能にし、AIやその他の技術の活用機会を増やすことにつながります。その結果、様々なパンデミック病の出現は、世界のヘルスケアにおけるAI市場の成長に有利な機会をもたらしている。予測期間中にヘルスケアにおけるAI市場の成長を増大させると考えられている市場のその他の動向には、熟練労働者の不足、個別化医療に対する需要の急増、業界を超えたパートナーシップとコラボレーションの数の増加、などが含まれます。 COVID-19の影響分析および今後の方向性。 COVID-19は、市場に好影響を与えている。COVID-19の結果、人工知能や機械学習技術の採用が増加した。この流行は、人工知能がヘルスケア分野にもたらすパワーと洗練さを示し、ビジネスを根本的に変革しました。病院での患者数が増加するにつれ、ロボットによる医療補助手術、人工知能ベースのバーチャルアシスタント、入院患者ケアボットなどの技術の採用と導入が進みました。 競争環境と最近の動向。 ヘルスケアにおけるAI市場は、多数のプレーヤーが世界的に主要な支配者となっており、断片的な存在となっています。ヘルスケアにおけるAI市場の主要プレイヤーは以下の通りです。 IBMコーポレーション アルファベット・インク(グーグル) ジョンソン・エンド・ジョンソン株式会社(Johnson & Johnson Ltd. Amazon.Com, Inc.(アマゾン ウェブ サービス インク) マイクロソフト株式会社(Microsoft Azure) インテル株式会社 フィリップス N.V. エヌビディア・コーポレーション シーメンス・ヘルヒネアーズAG ゼネラル・エレクトリック社 バビロンホールディングス・リミテッド ネットベースクイド オンコラ・メディカル クラウドメディックス・ヘルス社 アイカーボンエックス 主要プレイヤーは、この市場での競争力を維持するために、新製品の発売や新興国市場への製品導入など、戦略的な取り組みに絶えず投資しています。2020年、AidocとImbioは、肺塞栓症の医療画像解析にAI技術を統合し、検出と治療体制を改善するために提携した。2019年、Partners HealthcareはFUJIFILM Sonositeと提携し、AIベースの超音波技術を開発し、医療従事者のこの技術へのアクセス性を向上させ、診断ケアの質を向上させる。 目次1. Executive Summary2. Introduction 2.1 AI in Healthcare: An Overview 2.1.1 Objectives of ABCD Applications in Healthcare 2.2 AI in Healthcare Segmentation: An Overview 2.2.1 AI in Healthcare Segmentation 3. Global Market Analysis 3.1 Global AI in Healthcare Market: An Analysis 3.1.1 Global AI in Healthcare Market: An Overview 3.1.2 Global AI in Healthcare Market by Value 3.1.3 Global AI in Healthcare Market by Component (Software Solutions, Hardware and Services) 3.1.4 Global AI in Healthcare Market by Algorithms (Natural Language Processing, Querying Method, Context aware Processing and Deep Learning) 3.1.5 Global AI in Healthcare Market by Application (Clinical Trials, Robot Assisted Surgery, Connected Machines, Fraud Detection, Virtual Assistants, Administration Workflow Assistants, Diagnosis, Dosage Error Reduction, Cyber security and Others) 3.1.6 Global AI in Healthcare Market by End User (Hospital & Healthcare providers, Pharmaceutical & Biotechnology companies, Patients, Healthcare Payers and Others) 3.1.7 Global AI in Healthcare Market by Region (Asia Pacific, North America, Europe, and Rest of the World) 3.2 Global AI in Healthcare Market: Component Analysis 3.2.1 Global AI in Healthcare Market by Component: An Overview 3.2.2 Global Software Solutions AI in Healthcare Market by Value 3.2.3 Global Hardware AI in Healthcare Market by Value 3.2.4 Global Services AI in Healthcare Market by Value 3.3 Global AI in Healthcare Market: Algorithm Analysis 3.3.1 Global AI in Healthcare Market by Algorithm: An Overview 3.3.2 Global Deep Learning AI in Healthcare Market by Value 3.3.3 Global Querying Method AI in Healthcare Market by Value 3.3.4 Global Natural Language Processing AI in Healthcare Market by Value 3.3.5 Global Context Aware Processing AI in Healthcare Market by Value 3.4 Global AI in Healthcare Market: Application Analysis 3.4.1 Global AI in Healthcare Market by Application: An Overview 3.4.2 Global Clinical Trails AI in Healthcare Market by Value 3.4.3 Global Robot Assisted Surgery AI in Healthcare Market by Value 3.4.4 Global Connected Machines AI in Healthcare Market by Value 3.4.5 Global Fraud Detection AI in Healthcare Market by Value 3.4.6 Global Virtual Assistants AI in Healthcare Market by Value 3.4.7 Global Administration Workflow Assistants AI in Healthcare Market by Value 3.4.8 Global Diagnosis AI in Healthcare Market by Value 3.4.9 Global Dosage Error Reduction AI in Healthcare Market by Value 3.4.10 Global Cyber security AI in Healthcare Market by Value 3.4.11 Global Other AI in Healthcare Market by Value 3.5 Global AI in Healthcare Market: End User Analysis 3.5.1 Global AI in Healthcare Market by End User: An Overview 3.5.2 Global Hospital & Healthcare Providers AI in Healthcare Market by Value 3.5.3 Global Pharmaceutical & Biotechnology Companies AI in Healthcare Market by Value 3.5.4 Global Patients AI in Healthcare Market by Value 3.5.5 Global Healthcare Payers AI in Healthcare Market by Value 3.5.6 Global Others AI in Healthcare Market by Value 4. Regional Market Analysis 4.1 North America AI in Healthcare Market: An Analysis 4.1.1 North America AI in Healthcare Market: An Overview 4.1.2 North America AI in Healthcare Market by Value 4.1.3 North America AI in Healthcare Market by Region (The US, Canada and Mexico) 4.1.4 The US AI in Healthcare Market by Value 4.1.5 The US AI in Healthcare Market by Component (Software Solutions, Hardware and Services) 4.1.6 The US Software Solutions AI in Healthcare Market by Value 4.1.7 The US Hardware AI in Healthcare Market by Value 4.1.8 The US Services AI in Healthcare Market by Value 4.1.9 Canada AI in Healthcare Market by Value 4.1.10 Mexico AI in Healthcare Market by Value 4.2 Europe AI in Healthcare Market: An Analysis 4.2.1 Europe AI in Healthcare Market: An Overview 4.2.2 Europe AI in Healthcare Market by Value 4.2.3 Europe AI in Healthcare Market by Regions (Germany, UK, France, Italy, Spain and Rest of Europe) 4.2.4 UK AI in Healthcare Market by Value 4.2.5 Germany AI in Healthcare Market by Value 4.2.6 France AI in Healthcare Market by Value 4.2.7 Italy AI in Healthcare Market by Value 4.2.8 Spain AI in Healthcare Market by Value 4.2.9 Rest of Europe AI in Healthcare Market by Value 4.3 Asia Pacific AI in Healthcare Market: An Analysis 4.3.1 Asia Pacific AI in Healthcare Market: An Overview 4.3.2 Asia Pacific AI in Healthcare Market by Value 4.3.3 Asia Pacific AI in Healthcare Market by Region (China, Japan, South Korea, India and Rest of Asia Pacific) 4.3.4 China AI in Healthcare Market by Value 4.3.5 Japan AI in Healthcare Market by Value 4.3.6 South Korea AI in Healthcare Market by Value 4.3.7 India AI in Healthcare Market by Value 4.3.8 Rest of Asia Pacific AI in Healthcare Market by Value 4.4 Rest of the World AI in Healthcare Market: An Analysis 4.4.1 Rest of the World AI in Healthcare Market: An Overview 4.4.2 Rest of the World AI in Healthcare Market by Value 5. Impact of COVID-19 5.1 Impact of COVID-19 on AI in Healthcare Market 5.1.1 Impact of COVID-19 on AI in Healthcare 5.1.2 Surging Adoption of Telemedicine 5.1.3 Growth in Healthcare AI Funding 5.1.4 Escalating Adoption of AI to Expedite the Vaccine or Drug Development 5.1.5 Post COVID-19 Impact 6. Market Dynamics 6.1 Growth Drivers 6.1.1 Rising Utilization of Robots for Surgical and Rehabilitation Procedures 6.1.2 Increasing Volume of Healthcare Data 6.1.3 Growing Potential of AI-Based Tools for Elderly Care 6.1.4 Surging Investment in AI Deals in Healthcare 6.1.5 Rapid Adoption of Wearable Devices 6.1.6 Escalating Penetration of Online Pharmacy 6.2 Challenges 6.2.1 Reluctance among Medical Practitioners to Adopt AI-based Technologies 6.2.2 Concerns Regarding Data Privacy 6.3 Market Trends 6.3.1 Shortage of Skilled Workforce 6.3.2 Shift towards Home Healthcare 6.3.3 Upsurge in Demand for Personalized Medicine 6.3.4 Rising Number of Cross-Industry Partnerships and Collaborations 7. Competitive Landscape 7.1 Global AI in Healthcare Market: Acquisition Comparison 8. Company Profiles 8.1 IBM Corporation 8.1.1 Business Overview 8.1.2 Operating Segments 8.1.3 Business Strategy 8.2 Alphabet Inc. (Google) 8.2.1 Business Overview 8.2.2 Operating Segments 8.2.3 Business Strategy 8.3 Johnson & Johnson Ltd. 8.3.1 Business Overview 8.3.2 Operating Segments 8.3.3 Business Strategy 8.4 Amazon.Com, Inc. (Amazon Web Services, Inc.) 8.4.1 Business Overview 8.4.2 Operating Segments 8.4.3 Business Strategy 8.5 Microsoft Corp. (Microsoft Azure) 8.5.1 Business Overview 8.5.2 Operating Segments 8.5.3 Business Strategy 8.6 Intel Corporation 8.6.1 Business Overview 8.6.2 Operating Segments 8.6.3 Business Strategy 8.7 Koninklijke Philips N.V. 8.7.1 Business Overview 8.7.2 Operating Segments 8.7.3 Business Strategy 8.8 Nvidia Corporation 8.8.1 Business Overview 8.8.2 Operating Segments 8.8.3 Business Strategy 8.9 Siemens Healthineers AG 8.9.1 Business Overview 8.9.2 Operating Segments 8.9.3 Business Strategy 8.10 General Electric Company 8.10.1 Business Overview 8.10.2 Operating Segment 8.10.3 Business Strategy 8.11 Babylon Holdings Limited 8.11.1 Business Overview 8.11.2 Operating Regions 8.11.3 Business Strategy 8.12 NetBase Quid 8.12.1 Business Overview 8.12.2 Business Strategy 8.13 Oncora Medical 8.13.1 Business Overview 8.13.2 Business Strategy 8.14 Cloudmedx Health Inc. 8.14.1 Business Overview 8.14.2 Business Strategy 8.15 iCarbonX 8.15.1 Business Overview List of Figures Figure 1: Objectives of ABCD Applications in Healthcare Figure 2: AI in Healthcare Segmentation Figure 3: Global AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 4: Global AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 5: Global AI in Healthcare Market by Component; 2021 (Percentage, %) Figure 6: Global AI in Healthcare Market by Algorithms; 2021 (Percentage, %) Figure 7: Global AI in Healthcare Market by Application; 2021 (Percentage, %) Figure 8: Global AI in Healthcare Market by End User; 2021 (Percentage, %) Figure 9: Global AI in Healthcare Market by Region; 2021 (Percentage, %) Figure 10: Global Software Solutions AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 11: Global Software Solutions AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 12: Global Hardware AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 13: Global Hardware AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 14: Global Services AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 15: Global Services AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 16: Global Deep Learning AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 17: Global Deep Learning AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 18: Global Querying Method AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 19: Global Querying Method AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 20: Global Natural Language Processing AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 21: Global Natural Language Processing AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 22: Global Context Aware Processing AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 23: Global Context Aware Processing AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 24: Global Clinical Trails AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 25: Global Clinical Trails AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 26: Global Robot Assisted Surgery AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 27: Global Robot Assisted Surgery AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 28: Global Connected Machines AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 29: Global Connected Machines AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 30: Global Fraud Detection AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 31: Global Fraud Detection AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 32: Global Virtual Assistants AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 33: Global Virtual Assistants AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 34: Global Administration Workflow Assistants AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 35: Global Administration Workflow Assistants AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 36: Global Diagnosis AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 37: Global Diagnosis AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 38: Global Dosage Error Reduction AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 39: Global Dosage Error Reduction AI in Healthcare Market by Value; 2022-2027 (US$ Million Figure 40: Global Cyber security AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 41: Global Cyber security AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 42: Global Other AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 43: Global Other AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 44: Global Hospital & Healthcare Providers AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 45: Global Hospital & Healthcare Providers AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 46: Global Pharmaceutical & Biotechnology Companies AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 47: Global Pharmaceutical & Biotechnology Companies AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 48: Global Patients AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 49: Global Patients AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 50: Global Healthcare Payers AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 51: Global Healthcare Payers AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 52: Global Others AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 53: Global Others AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 54: North America AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 55: North America AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 56: North America AI in Healthcare Market by Region; 2021 (Percentage, %) Figure 57: The US AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 58: The US AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 59: The US AI in Healthcare Market by Component; 2021 (Percentage, %) Figure 60: The US Software Solutions AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 61: The US Software Solutions AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 62: The US Hardware AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 63: The US Hardware AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 64: The US Services AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 65: The US Services AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 66: Canada AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 67: Canada AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 68: Mexico AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 69: Mexico AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 70: Europe AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 71: Europe AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 72: Europe AI in Healthcare Market by Region; 2021 (Percentage, %) Figure 73: UK AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 74: UK AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 75: Germany AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 76: Germany AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 77: France AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 78: France AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 79: Italy AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 80: Italy AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 81: Spain AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 82: Spain AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 83: Rest of Europe AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 84: Rest of Europe AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 85: Asia Pacific AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 86: Asia Pacific AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 87: Asia Pacific AI in Healthcare Market by Region; 2021 (Percentage. %) Figure 88: China AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 89: China AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 90: Japan AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 91: Japan AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 92: South Korea AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 93: South Korea AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 94: India AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 95: India AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 96: Rest of Asia Pacific AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 97: Rest of Asia Pacific AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 98: Rest of the World AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 99: Rest of the World AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 100: The US Adoption Rate of Telemedicine; Dec 2019-July 2020 (Percentage, %) Figure 101: Global Healthcare AI Disclosed Deals and Equity Funding; Q1 2019 – Q3 2020 (US$ Billion, Number) Figure 102: Global Number of COVID-19 Drugs & Vaccines in Development, by Phase; 2022 (Units) Figure 103: Global Surgical Robots Market; 2019-2027 (US$ Billion) Figure 104: Global Total Amount of Healthcare Data Generated; 2016-2020 (Exabyte) Figure 105: Global Population 65 Years and Above; 2017-2021 (Million) Figure 106: Global Equity Funding of Artificial Intelligence Deals in Healthcare; 2015-2020 (US$ Billion) Figure 107: The US Smart Wearable Users; 2021-2025 (Million and Percentage, %) Figure 108: Global Online Pharmacy Revenue; 2019-2026 (US$ Billion) Figure 109: The US Home Healthcare Market; 2016 & 2024 (US$ Billion) Figure 110: Global Personalized Medicine Market; 2015-2022 (US$ Trillion) Figure 111: IBM Revenue by Segment; 2021 (Percentage, %) Figure 112: Alphabet Inc. (Google) Revenues by Operating Segments; 2021 (Percentage, %) Figure 113: Johnson & Johnson Ltd. Sales by Segments; 2021 (Percentage, %) Figure 114: Amazon.Com, Inc. Net Sales by Segment; 2021 (Percentage, %) Figure 115: Microsoft Corp. Revenue by Segment; 2021 (Percentage, %) Figure 116: Intel Corporation Net Revenue by Segments; 2021 (Percentage, %) Figure 117: Koninklijke Philips N.V. Sales by Segments; 2021 (Percentage, %) Figure 118: Nvidia Corporation Revenues by Segments; 2022 (Percentage, %) Figure 119: Siemens Healthineers AG Revenue by Segment; 2021 (Percentage, %) Figure 120: General Electric Company Revenue by Segment; 2021 (Percentage,%) Figure 121: Babylon Holdings Limited Revenue by Regions; 2021 (Percentage, %) Table 1: Projected Physician Shortages in the US by 2033 Table 2: Global AI in Healthcare Market: Acquisition Comparison
SummaryArtificial Intelligence (AI) is being used to deploy efficient and precise inventions that will help take care of individuals suffering from chronic ailments, such as cancer, and hopefully find a cure for them. AI algorithms improve system precision by allowing them to analyze training data, allowing people to gain unprecedented insights into treatment variability, care processes, diagnostics, and patient outcomes. In 2021, the global AI in healthcare market was valued at US$6.71 billion, and is probable to reach US$41.70 billion by 2027. Table of Contents1. Executive Summary2. Introduction 2.1 AI in Healthcare: An Overview 2.1.1 Objectives of ABCD Applications in Healthcare 2.2 AI in Healthcare Segmentation: An Overview 2.2.1 AI in Healthcare Segmentation 3. Global Market Analysis 3.1 Global AI in Healthcare Market: An Analysis 3.1.1 Global AI in Healthcare Market: An Overview 3.1.2 Global AI in Healthcare Market by Value 3.1.3 Global AI in Healthcare Market by Component (Software Solutions, Hardware and Services) 3.1.4 Global AI in Healthcare Market by Algorithms (Natural Language Processing, Querying Method, Context aware Processing and Deep Learning) 3.1.5 Global AI in Healthcare Market by Application (Clinical Trials, Robot Assisted Surgery, Connected Machines, Fraud Detection, Virtual Assistants, Administration Workflow Assistants, Diagnosis, Dosage Error Reduction, Cyber security and Others) 3.1.6 Global AI in Healthcare Market by End User (Hospital & Healthcare providers, Pharmaceutical & Biotechnology companies, Patients, Healthcare Payers and Others) 3.1.7 Global AI in Healthcare Market by Region (Asia Pacific, North America, Europe, and Rest of the World) 3.2 Global AI in Healthcare Market: Component Analysis 3.2.1 Global AI in Healthcare Market by Component: An Overview 3.2.2 Global Software Solutions AI in Healthcare Market by Value 3.2.3 Global Hardware AI in Healthcare Market by Value 3.2.4 Global Services AI in Healthcare Market by Value 3.3 Global AI in Healthcare Market: Algorithm Analysis 3.3.1 Global AI in Healthcare Market by Algorithm: An Overview 3.3.2 Global Deep Learning AI in Healthcare Market by Value 3.3.3 Global Querying Method AI in Healthcare Market by Value 3.3.4 Global Natural Language Processing AI in Healthcare Market by Value 3.3.5 Global Context Aware Processing AI in Healthcare Market by Value 3.4 Global AI in Healthcare Market: Application Analysis 3.4.1 Global AI in Healthcare Market by Application: An Overview 3.4.2 Global Clinical Trails AI in Healthcare Market by Value 3.4.3 Global Robot Assisted Surgery AI in Healthcare Market by Value 3.4.4 Global Connected Machines AI in Healthcare Market by Value 3.4.5 Global Fraud Detection AI in Healthcare Market by Value 3.4.6 Global Virtual Assistants AI in Healthcare Market by Value 3.4.7 Global Administration Workflow Assistants AI in Healthcare Market by Value 3.4.8 Global Diagnosis AI in Healthcare Market by Value 3.4.9 Global Dosage Error Reduction AI in Healthcare Market by Value 3.4.10 Global Cyber security AI in Healthcare Market by Value 3.4.11 Global Other AI in Healthcare Market by Value 3.5 Global AI in Healthcare Market: End User Analysis 3.5.1 Global AI in Healthcare Market by End User: An Overview 3.5.2 Global Hospital & Healthcare Providers AI in Healthcare Market by Value 3.5.3 Global Pharmaceutical & Biotechnology Companies AI in Healthcare Market by Value 3.5.4 Global Patients AI in Healthcare Market by Value 3.5.5 Global Healthcare Payers AI in Healthcare Market by Value 3.5.6 Global Others AI in Healthcare Market by Value 4. Regional Market Analysis 4.1 North America AI in Healthcare Market: An Analysis 4.1.1 North America AI in Healthcare Market: An Overview 4.1.2 North America AI in Healthcare Market by Value 4.1.3 North America AI in Healthcare Market by Region (The US, Canada and Mexico) 4.1.4 The US AI in Healthcare Market by Value 4.1.5 The US AI in Healthcare Market by Component (Software Solutions, Hardware and Services) 4.1.6 The US Software Solutions AI in Healthcare Market by Value 4.1.7 The US Hardware AI in Healthcare Market by Value 4.1.8 The US Services AI in Healthcare Market by Value 4.1.9 Canada AI in Healthcare Market by Value 4.1.10 Mexico AI in Healthcare Market by Value 4.2 Europe AI in Healthcare Market: An Analysis 4.2.1 Europe AI in Healthcare Market: An Overview 4.2.2 Europe AI in Healthcare Market by Value 4.2.3 Europe AI in Healthcare Market by Regions (Germany, UK, France, Italy, Spain and Rest of Europe) 4.2.4 UK AI in Healthcare Market by Value 4.2.5 Germany AI in Healthcare Market by Value 4.2.6 France AI in Healthcare Market by Value 4.2.7 Italy AI in Healthcare Market by Value 4.2.8 Spain AI in Healthcare Market by Value 4.2.9 Rest of Europe AI in Healthcare Market by Value 4.3 Asia Pacific AI in Healthcare Market: An Analysis 4.3.1 Asia Pacific AI in Healthcare Market: An Overview 4.3.2 Asia Pacific AI in Healthcare Market by Value 4.3.3 Asia Pacific AI in Healthcare Market by Region (China, Japan, South Korea, India and Rest of Asia Pacific) 4.3.4 China AI in Healthcare Market by Value 4.3.5 Japan AI in Healthcare Market by Value 4.3.6 South Korea AI in Healthcare Market by Value 4.3.7 India AI in Healthcare Market by Value 4.3.8 Rest of Asia Pacific AI in Healthcare Market by Value 4.4 Rest of the World AI in Healthcare Market: An Analysis 4.4.1 Rest of the World AI in Healthcare Market: An Overview 4.4.2 Rest of the World AI in Healthcare Market by Value 5. Impact of COVID-19 5.1 Impact of COVID-19 on AI in Healthcare Market 5.1.1 Impact of COVID-19 on AI in Healthcare 5.1.2 Surging Adoption of Telemedicine 5.1.3 Growth in Healthcare AI Funding 5.1.4 Escalating Adoption of AI to Expedite the Vaccine or Drug Development 5.1.5 Post COVID-19 Impact 6. Market Dynamics 6.1 Growth Drivers 6.1.1 Rising Utilization of Robots for Surgical and Rehabilitation Procedures 6.1.2 Increasing Volume of Healthcare Data 6.1.3 Growing Potential of AI-Based Tools for Elderly Care 6.1.4 Surging Investment in AI Deals in Healthcare 6.1.5 Rapid Adoption of Wearable Devices 6.1.6 Escalating Penetration of Online Pharmacy 6.2 Challenges 6.2.1 Reluctance among Medical Practitioners to Adopt AI-based Technologies 6.2.2 Concerns Regarding Data Privacy 6.3 Market Trends 6.3.1 Shortage of Skilled Workforce 6.3.2 Shift towards Home Healthcare 6.3.3 Upsurge in Demand for Personalized Medicine 6.3.4 Rising Number of Cross-Industry Partnerships and Collaborations 7. Competitive Landscape 7.1 Global AI in Healthcare Market: Acquisition Comparison 8. Company Profiles 8.1 IBM Corporation 8.1.1 Business Overview 8.1.2 Operating Segments 8.1.3 Business Strategy 8.2 Alphabet Inc. (Google) 8.2.1 Business Overview 8.2.2 Operating Segments 8.2.3 Business Strategy 8.3 Johnson & Johnson Ltd. 8.3.1 Business Overview 8.3.2 Operating Segments 8.3.3 Business Strategy 8.4 Amazon.Com, Inc. (Amazon Web Services, Inc.) 8.4.1 Business Overview 8.4.2 Operating Segments 8.4.3 Business Strategy 8.5 Microsoft Corp. (Microsoft Azure) 8.5.1 Business Overview 8.5.2 Operating Segments 8.5.3 Business Strategy 8.6 Intel Corporation 8.6.1 Business Overview 8.6.2 Operating Segments 8.6.3 Business Strategy 8.7 Koninklijke Philips N.V. 8.7.1 Business Overview 8.7.2 Operating Segments 8.7.3 Business Strategy 8.8 Nvidia Corporation 8.8.1 Business Overview 8.8.2 Operating Segments 8.8.3 Business Strategy 8.9 Siemens Healthineers AG 8.9.1 Business Overview 8.9.2 Operating Segments 8.9.3 Business Strategy 8.10 General Electric Company 8.10.1 Business Overview 8.10.2 Operating Segment 8.10.3 Business Strategy 8.11 Babylon Holdings Limited 8.11.1 Business Overview 8.11.2 Operating Regions 8.11.3 Business Strategy 8.12 NetBase Quid 8.12.1 Business Overview 8.12.2 Business Strategy 8.13 Oncora Medical 8.13.1 Business Overview 8.13.2 Business Strategy 8.14 Cloudmedx Health Inc. 8.14.1 Business Overview 8.14.2 Business Strategy 8.15 iCarbonX 8.15.1 Business Overview List of Figures Figure 1: Objectives of ABCD Applications in Healthcare Figure 2: AI in Healthcare Segmentation Figure 3: Global AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 4: Global AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 5: Global AI in Healthcare Market by Component; 2021 (Percentage, %) Figure 6: Global AI in Healthcare Market by Algorithms; 2021 (Percentage, %) Figure 7: Global AI in Healthcare Market by Application; 2021 (Percentage, %) Figure 8: Global AI in Healthcare Market by End User; 2021 (Percentage, %) Figure 9: Global AI in Healthcare Market by Region; 2021 (Percentage, %) Figure 10: Global Software Solutions AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 11: Global Software Solutions AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 12: Global Hardware AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 13: Global Hardware AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 14: Global Services AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 15: Global Services AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 16: Global Deep Learning AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 17: Global Deep Learning AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 18: Global Querying Method AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 19: Global Querying Method AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 20: Global Natural Language Processing AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 21: Global Natural Language Processing AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 22: Global Context Aware Processing AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 23: Global Context Aware Processing AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 24: Global Clinical Trails AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 25: Global Clinical Trails AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 26: Global Robot Assisted Surgery AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 27: Global Robot Assisted Surgery AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 28: Global Connected Machines AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 29: Global Connected Machines AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 30: Global Fraud Detection AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 31: Global Fraud Detection AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 32: Global Virtual Assistants AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 33: Global Virtual Assistants AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 34: Global Administration Workflow Assistants AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 35: Global Administration Workflow Assistants AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 36: Global Diagnosis AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 37: Global Diagnosis AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 38: Global Dosage Error Reduction AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 39: Global Dosage Error Reduction AI in Healthcare Market by Value; 2022-2027 (US$ Million Figure 40: Global Cyber security AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 41: Global Cyber security AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 42: Global Other AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 43: Global Other AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 44: Global Hospital & Healthcare Providers AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 45: Global Hospital & Healthcare Providers AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 46: Global Pharmaceutical & Biotechnology Companies AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 47: Global Pharmaceutical & Biotechnology Companies AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 48: Global Patients AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 49: Global Patients AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 50: Global Healthcare Payers AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 51: Global Healthcare Payers AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 52: Global Others AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 53: Global Others AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 54: North America AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 55: North America AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 56: North America AI in Healthcare Market by Region; 2021 (Percentage, %) Figure 57: The US AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 58: The US AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 59: The US AI in Healthcare Market by Component; 2021 (Percentage, %) Figure 60: The US Software Solutions AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 61: The US Software Solutions AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 62: The US Hardware AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 63: The US Hardware AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 64: The US Services AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 65: The US Services AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 66: Canada AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 67: Canada AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 68: Mexico AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 69: Mexico AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 70: Europe AI in Healthcare Market by Value; 2017-2021 (US$ Billion) Figure 71: Europe AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 72: Europe AI in Healthcare Market by Region; 2021 (Percentage, %) Figure 73: UK AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 74: UK AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 75: Germany AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 76: Germany AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 77: France AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 78: France AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 79: Italy AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 80: Italy AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 81: Spain AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 82: Spain AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 83: Rest of Europe AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 84: Rest of Europe AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 85: Asia Pacific AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 86: Asia Pacific AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 87: Asia Pacific AI in Healthcare Market by Region; 2021 (Percentage. %) Figure 88: China AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 89: China AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 90: Japan AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 91: Japan AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 92: South Korea AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 93: South Korea AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 94: India AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 95: India AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 96: Rest of Asia Pacific AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 97: Rest of Asia Pacific AI in Healthcare Market by Value; 2022-2027 (US$ Million) Figure 98: Rest of the World AI in Healthcare Market by Value; 2017-2021 (US$ Million) Figure 99: Rest of the World AI in Healthcare Market by Value; 2022-2027 (US$ Billion) Figure 100: The US Adoption Rate of Telemedicine; Dec 2019-July 2020 (Percentage, %) Figure 101: Global Healthcare AI Disclosed Deals and Equity Funding; Q1 2019 – Q3 2020 (US$ Billion, Number) Figure 102: Global Number of COVID-19 Drugs & Vaccines in Development, by Phase; 2022 (Units) Figure 103: Global Surgical Robots Market; 2019-2027 (US$ Billion) Figure 104: Global Total Amount of Healthcare Data Generated; 2016-2020 (Exabyte) Figure 105: Global Population 65 Years and Above; 2017-2021 (Million) Figure 106: Global Equity Funding of Artificial Intelligence Deals in Healthcare; 2015-2020 (US$ Billion) Figure 107: The US Smart Wearable Users; 2021-2025 (Million and Percentage, %) Figure 108: Global Online Pharmacy Revenue; 2019-2026 (US$ Billion) Figure 109: The US Home Healthcare Market; 2016 & 2024 (US$ Billion) Figure 110: Global Personalized Medicine Market; 2015-2022 (US$ Trillion) Figure 111: IBM Revenue by Segment; 2021 (Percentage, %) Figure 112: Alphabet Inc. (Google) Revenues by Operating Segments; 2021 (Percentage, %) Figure 113: Johnson & Johnson Ltd. Sales by Segments; 2021 (Percentage, %) Figure 114: Amazon.Com, Inc. Net Sales by Segment; 2021 (Percentage, %) Figure 115: Microsoft Corp. Revenue by Segment; 2021 (Percentage, %) Figure 116: Intel Corporation Net Revenue by Segments; 2021 (Percentage, %) Figure 117: Koninklijke Philips N.V. Sales by Segments; 2021 (Percentage, %) Figure 118: Nvidia Corporation Revenues by Segments; 2022 (Percentage, %) Figure 119: Siemens Healthineers AG Revenue by Segment; 2021 (Percentage, %) Figure 120: General Electric Company Revenue by Segment; 2021 (Percentage,%) Figure 121: Babylon Holdings Limited Revenue by Regions; 2021 (Percentage, %) Table 1: Projected Physician Shortages in the US by 2033 Table 2: Global AI in Healthcare Market: Acquisition Comparison
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