医療向けデータアノテーションツールの世界市場規模調査＆予測：タイプ別、技術別、用途別、地域別分析、2023-2030年

医療向けデータアノテーションツールの世界市場は、2022年に約1億2,990万米ドルと評価され、予測期間2023-2030年には27.50%以上の健全な成長率で成長すると予測されています。

医療向けデータアノテーションツールは、医療画像、電子カルテ（EHR）、臨床記録などの医療データに注釈やラベルを付けるために使用されるソフトウェアプログラムまたはプラットフォームです。このツールにより、医療従事者は、症状、診断、治療、患者の属性など、データ内の特定の情報を特定し、ラベル付けすることができます。データアノテーションは、臨床判断支援システム、集団健康管理、創薬など、多くの医療向けアプリケーションにおいて不可欠なステップです。医療データが正確にラベル付けされ、効果的に分析できるようになることで、患者の転帰や医療提供の改善に役立ちます。医療向けデータアノテーションツール市場は、電子カルテ（EHR）の普及率の上昇や、デジタルヘルスや関連ヘルス関連サービスへの投資の増加といった要因で拡大しています。

医療への簡単なアクセス、コスト削減、診断・治療方法の進歩など、eヘルスや遠隔医療サービスのメリットは、デジタルヘルスやその他の健康関連サービスへの支出を増加させると予想されます。AIベースのデジタル画像＆放射線製品の開発を支援するため、例えば、Aidocは2020年9月にSquare Peg Capitalが主導するシリーズB資金調達ラウンドで2,000万米ドルを調達しています。さらに、eHealthとデジタルヘルスを推進するイニシアティブの増加により、予測期間中に市場が成長すると予測されています。例えば、2022年5月には、研究、創造的な医療提供、政策決定の改善を可能にするためにヘルスデータの利用を支援する「欧州ヘルスデータスペースプログラム」が導入されました。また、医療向け機械学習や人工知能（ai）の導入に向けた技術的進歩や投資の増加が、市場成長の有利な機会を生み出しています。しかし、医療向けデータアノテーションツールの高コストが、2023年から2030年の予測期間を通じて市場成長を阻害しています。

医療向けデータアノテーションツールの世界市場調査において考慮される主要地域は、アジア太平洋、北米、欧州、ラテンアメリカ、中東・アフリカです。北米は、主要な市場プレイヤーの存在、ヘルスケア産業への投資の増加、技術的進歩の上昇により、2022年の市場を独占しました。アジア太平洋は、ERPシステムの導入拡大、製品開発のための官民パートナーシップの拡大、e-ヘルスへの投資拡大などの要因により、予測期間中に最も高いCAGRで成長すると予想されます。

本調査の目的は、近年におけるさまざまなセグメントと国の市場規模を明らかにし、今後数年間の市場規模を予測することにあります。本レポートは、調査対象国の産業の質的・量的な側面を取り込むよう設計されています。

また、市場の将来的な成長を規定する促進要因や課題など、重要な側面に関する詳細情報も提供しています。さらに、主要企業の競争情勢や競合情勢の詳細な分析とともに、利害関係者が投資するためのミクロ市場での潜在的な機会も組み込んでいます。

目次

第1章 エグゼクティブサマリー

• マーケットスナップショット
• 世界市場・セグメント別市場推計・予測、2020-2030年
  • 医療向けデータアノテーションツールの市場：地域別、2020年～2030年
  • 医療向けデータアノテーションツールの市場：タイプ別、2020年～2030年
  • 医療向けデータアノテーションツールの市場：技術別、2020年～2030年
  • 医療向けデータアノテーションツールの市場：用途別、2020年～2030年
• 主な動向
• 調査手法
• 調査の前提条件

第2章 医療向けデータアノテーションツールの世界市場定義とスコープ

• 調査目的
• 市場の定義とスコープ
  • 産業の進化
  • 本調査の対象範囲
• 調査対象年
• 通貨換算レート

第3章 医療向けデータアノテーションツールの世界市場力学

• 医療向けデータアノテーションツールの市場インパクト分析（2020年～2030年）
  • 市場促進要因
    • 電子カルテ（EHR）導入の増加
    • デジタルヘルスまたは関連ヘルス関連サービスへの投資の増加
  • 市場の課題
    • 医療向けデータアノテーションツールの高コスト化
  • 市場機会
    • 技術的進歩の高まり
    • 医療向け機械学習と人工知能（AI）の導入に向けた投資の増加

第4章 医療向けデータアノテーションツールの世界市場産業分析

• ポーターの5フォースモデル
  • 供給企業の交渉力
  • 買い手の交渉力
  • 新規参入業者の脅威
  • 代替品の脅威
  • 競争企業間の敵対関係
• ポーターの5フォースインパクト分析
• PEST分析
  • 政治的
  • 経済的
  • 社会的
  • 技術的
  • 環境
  • 法律
• トップ投資機会
• 主要成功戦略
• COVID-19インパクト分析
• 破壊的動向
• 業界専門家の視点
• アナリストの提言と結論

第5章 医療向けデータアノテーションツールの世界市場：タイプ別

• 市場スナップショット
• 医療向けデータアノテーションツールの世界市場：タイプ別、性能-潜在能力分析
• 医療向けデータアノテーションツールの世界市場、タイプ別推定・予測（2020～2030年
• 医療向けデータアノテーションツールの市場、サブセグメント別分析
  • テキスト
  • 画像/動画
  • 音声

第6章 医療向けデータアノテーションツールの世界市場：技術別

• 市場スナップショット
• 医療向けデータアノテーションツールの世界市場：技術別、実績、潜在能力分析
• 医療向けデータアノテーションツールの世界市場、技術別推定・予測（2020～2030年
• 医療向けデータアノテーションツールの市場、サブセグメント別分析
  • 手動
  • 半監視型
  • 自動

第7章 医療向けデータアノテーションツールの世界市場：用途別

• 市場スナップショット
• 医療向けデータアノテーションツールの世界市場：用途別、実績、潜在能力分析
• 医療向けデータアノテーションツールの世界市場、用途別推定・予測2020-2030
• 医療向けデータアノテーションツールの市場、サブセグメント別分析
  • バーチャルアシスタント
  • 会話型ボット
  • 診断支援
  • 医薬品開発プロセス
  • ロボット手術
  • 医療文書

第8章 医療向けデータアノテーションツールの世界市場：地域別分析

• 上位の主要国
• 上位新興国
• 医療向けデータアノテーションツール市場、地域別市場スナップショット
• 北米
  • 米国
    • タイプ別の推定・予測、2020-2030年
    • 技術別の推定・予測、2020-2030年
    • アプリケーションの内訳の推定と予測、2020-2030年
  • カナダ
• 欧州医療向けデータアノテーションツール市場スナップショット
  • 英国
  • ドイツ
  • フランス
  • スペイン
  • イタリア
  • その他欧州地域
• アジア太平洋地域医療向けデータアノテーションツール市場スナップショット
  • 中国
  • インド
  • 日本
  • オーストラリア
  • 韓国
  • その他アジア太平洋地域
• ラテンアメリカの医療向けデータアノテーションツール市場スナップショット
  • ブラジル
  • メキシコ
• 中東・アフリカ地域
  • サウジアラビア
  • 南アフリカ共和国
  • その他中東とアフリカ

第9章 競合情報

• 主要企業のSWOT分析
• トップ市場戦略
• 企業プロファイル
  • Infosys Limited
    • 主要情報
    • 概要
    • 財務情報（データの入手が可能な場合のみ）
    • 製品概要
    • 最近の動向
  • Shaip.ai Data LLP
  • Innodata Inc.
  • Ango AI Inc
  • Capestart Inc
  • Lynxcare Inc
  • iMerit Technology Services Pvt. Ltd.
  • Anolytics Inc
  • V7 Technologies Inc
  • SuperAnnotate AI, Inc.

第10章 調査プロセス

• 調査プロセス
  • データマイニング
  • 分析
  • 市場推定
  • バリデーション
  • 出版
• 調査の特徴
• 調査の前提条件

LIST OF TABLES

• TABLE 1. Global Healthcare Data Annotation Tools Market, report scope
• TABLE 2. Global Healthcare Data Annotation Tools Market estimates & forecasts by Region 2020-2030 (USD Million)
• TABLE 3. Global Healthcare Data Annotation Tools Market estimates & forecasts by Type 2020-2030 (USD Million)
• TABLE 4. Global Healthcare Data Annotation Tools Market estimates & forecasts by Technology 2020-2030 (USD Million)
• TABLE 5. Global Healthcare Data Annotation Tools Market estimates & forecasts by Application 2020-2030 (USD Million)
• TABLE 6. Global Healthcare Data Annotation Tools Market by segment, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 7. Global Healthcare Data Annotation Tools Market by region, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 8. Global Healthcare Data Annotation Tools Market by segment, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 9. Global Healthcare Data Annotation Tools Market by region, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 10. Global Healthcare Data Annotation Tools Market by segment, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 11. Global Healthcare Data Annotation Tools Market by region, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 12. Global Healthcare Data Annotation Tools Market by segment, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 13. Global Healthcare Data Annotation Tools Market by region, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 14. Global Healthcare Data Annotation Tools Market by segment, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 15. Global Healthcare Data Annotation Tools Market by region, estimates & forecasts, 2020-2030 (USD Million)
• TABLE 16. U.S. Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 17. U.S. Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 18. U.S. Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 19. Canada Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 20. Canada Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 21. Canada Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 22. UK Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 23. UK Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 24. UK Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 25. Germany Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 26. Germany Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 27. Germany Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 28. France Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 29. France Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 30. France Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 31. Italy Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 32. Italy Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 33. Italy Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 34. Spain Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 35. Spain Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 36. Spain Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 37. RoE Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 38. RoE Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 39. RoE Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 40. China Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 41. China Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 42. China Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 43. India Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 44. India Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 45. India Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 46. Japan Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 47. Japan Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 48. Japan Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 49. South Korea Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 50. South Korea Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 51. South Korea Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 52. Australia Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 53. Australia Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 54. Australia Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 55. RoAPAC Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 56. RoAPAC Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 57. RoAPAC Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 58. Brazil Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 59. Brazil Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 60. Brazil Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 61. Mexico Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 62. Mexico Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 63. Mexico Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 64. RoLA Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 65. RoLA Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 66. RoLA Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 67. Saudi Arabia Healthcare Data Annotation Tools Market estimates & forecasts, 2020-2030 (USD Million)
• TABLE 68. South Africa Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 69. RoMEA Healthcare Data Annotation Tools Market estimates & forecasts by segment 2020-2030 (USD Million)
• TABLE 70. List of secondary sources, used in the study of global Healthcare Data Annotation Tools Market
• TABLE 71. List of primary sources, used in the study of global Healthcare Data Annotation Tools Market
• TABLE 72. Years considered for the study
• TABLE 73. Exchange rates considered

List of tables and figures and dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

List of figures

• FIG 1. Global Healthcare Data Annotation Tools Market, research methodology
• FIG 2. Global Healthcare Data Annotation Tools Market, Market estimation techniques
• FIG 3. Global Market size estimates & forecast methods
• FIG 4. Global Healthcare Data Annotation Tools Market, key trends 2022
• FIG 5. Global Healthcare Data Annotation Tools Market, growth prospects 2023-2030
• FIG 6. Global Healthcare Data Annotation Tools Market, porters 5 force model
• FIG 7. Global Healthcare Data Annotation Tools Market, pest analysis
• FIG 8. Global Healthcare Data Annotation Tools Market, value chain analysis
• FIG 9. Global Healthcare Data Annotation Tools Market by segment, 2020 & 2030 (USD Million)
• FIG 10. Global Healthcare Data Annotation Tools Market by segment, 2020 & 2030 (USD Million)
• FIG 11. Global Healthcare Data Annotation Tools Market by segment, 2020 & 2030 (USD Million)
• FIG 12. Global Healthcare Data Annotation Tools Market by segment, 2020 & 2030 (USD Million)
• FIG 13. Global Healthcare Data Annotation Tools Market by segment, 2020 & 2030 (USD Million)
• FIG 14. Global Healthcare Data Annotation Tools Market, regional snapshot 2020 & 2030
• FIG 15. North America Healthcare Data Annotation Tools Market 2020 & 2030 (USD Million)
• FIG 16. Europe Healthcare Data Annotation Tools Market 2020 & 2030 (USD Million)
• FIG 17. Asia pacific Healthcare Data Annotation Tools Market 2020 & 2030 (USD Million)
• FIG 18. Latin America Healthcare Data Annotation Tools Market 2020 & 2030 (USD Million)
• FIG 19. Middle East & Africa Healthcare Data Annotation Tools Market 2020 & 2030 (USD Million)

List of tables and figures and dummy in nature, final lists may vary in the final deliverable

Global Healthcare Data Annotation Tools Market is valued at approximately USD 129.9 million in 2022 and is anticipated to grow with a healthy growth rate of more than 27.50% over the forecast period 2023-2030. Healthcare data annotation tools are software programs or platforms used to annotate and label healthcare data, such as medical images, Electronic Health Records (EHRs), and clinical notes. These tools enable healthcare professionals to identify and label specific pieces of information in the data, such as symptoms, diagnoses, treatments, and patient demographics. Data annotation is an essential step in many healthcare applications, including clinical decision support systems, population health management, and drug discovery. It helps to ensure that healthcare data is accurately labeled and can be analyzed effectively to improve patient outcomes and healthcare delivery. The Healthcare Data Annotation Tools market is expanding because of factors such as rising increasing adoption of electronic health records (EHRs) and growing investment in digital health or related-health-related services.

The benefits of eHealth and telemedicine services, such as simple access to medical care, cost reductions, and advancements in diagnostic and treatment methods, are expected to increase spending on digital health and other health-related services. To help with the development of AI-based digital imaging & radiology products, for instance, Aidoc raised USD 20 million in a Series B fundraising round in September 2020, led by Square Peg Capital. Additionally, it is anticipated that the market would grow in the projected period due to an increase in the number of initiatives promoting eHealth and digital health. For instance, the European Health Data Space Programme was introduced in May 2022 to assist the use of health data to enable improvements in research, creative healthcare delivery, and policymaking. In addition, rising technological advancements and growing investment in the adoption of machine learning and artificial intelligence (ai) in healthcare are creating a lucrative opportunity for market growth. However, the high cost of Healthcare Data Annotation Tools stifles market growth throughout the forecast period of 2023-2030.

The key regions considered for the Global Healthcare Data Annotation Tools Market study includes Asia Pacific, North America, Europe, Latin America, and Middle East & Africa. North America dominated the market in 2022 owing to the presence of key market players, rising investment in the healthcare industry, and rising technological advancement. Asia Pacific is expected to grow with the highest CAGR during the forecast period, owing to factors such as rising adoption of ERP systems., rising public-private partnerships for product development, and rising adoption and spending on e-health in the region.

Major market players included in this report are:

• Infosys Limited
• Shaip.ai Data LLP
• Innodata Inc.
• Ango AI Inc
• Capestart Inc
• Lynxcare Inc
• iMerit Technology Services Pvt. Ltd.
• Anolytics Inc
• V7 Technologies Inc
• SuperAnnotate AI, Inc.

Recent Developments in the Market:

• In January 2023, CloudFactory announced the launch of Accelerated Annotation. Accelerated Annotation, a Vision AI product from CloudFactory, combines industry-leading AI-assisted labelling technology with CloudFactory's workforce to produce high-quality labelled data five times faster than manual labelling.
• In October 2022, Google released the Medical Imaging Suite tools to enable automated picture labelling using AI-assisted annotation and the creation of training datasets. The Medical Imaging Suite helps diagnose conditions more quickly and accurately than human clinicians while lessening the burden on radiologists.

Global Healthcare Data Annotation Tools Market Report Scope:

• Historical Data: - 2020 - 2021
• Base Year for Estimation: - 2022
• Forecast period: - 2023-2030
• Report Coverage: - Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
• Segments Covered: - Type, Technology, Application, Region
• Regional Scope: - North America; Europe; Asia Pacific; Latin America; Middle East & Africa
• Customization Scope: - Free report customization (equivalent up to 8 analyst's working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and Typeofferings of key players. The detailed segments and sub-segment of the market are explained below.

By Type:

• Text
• Image/Video
• Audio

By Technology:

• Manual
• Semi-supervised
• Automatic

By Application:

• Virtual Assistants
• Conversational Bots
• Diagnostic Support
• Drug Development Process
• Robotic Surgery
• Medical Documents

By Region:

• North America
• U.S.
• Canada
• Europe
• UK
• Germany
• France
• Spain
• Italy
• ROE
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• RoAPAC
• Latin America
• Brazil
• Mexico
• Middle East & Africa
• Saudi Arabia
• South Africa
• Rest of Middle East & Africa

Table of Contents

Chapter 1. Executive Summary

• 1.1. Market Snapshot
• 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2030 (USD Million)
  • 1.2.1. Healthcare Data Annotation Tools Market, by Region, 2020-2030 (USD Million)
  • 1.2.2. Healthcare Data Annotation Tools Market, by Type, 2020-2030 (USD Million)
  • 1.2.3. Healthcare Data Annotation Tools Market, by Technology, 2020-2030 (USD Million)
  • 1.2.4. Healthcare Data Annotation Tools Market, by Application, 2020-2030 (USD Million)
• 1.3. Key Trends
• 1.4. Estimation Methodology
• 1.5. Research Assumption

Chapter 2. Global Healthcare Data Annotation Tools Market Definition and Scope

• 2.1. Objective of the Study
• 2.2. Market Definition & Scope
  • 2.2.1. Industry Evolution
  • 2.2.2. Scope of the Study
• 2.3. Years Considered for the Study
• 2.4. Currency Conversion Rates

Chapter 3. Global Healthcare Data Annotation Tools Market Dynamics

• 3.1. Healthcare Data Annotation Tools Market Impact Analysis (2020-2030)
  • 3.1.1. Market Drivers
    • 3.1.1.1. Increasing adoption of electronic health records (EHRs)
    • 3.1.1.2. Growing investment in digital health or related-health-related services
  • 3.1.2. Market Challenges
    • 3.1.2.1. High Cost of Healthcare Data Annotation Tools
  • 3.1.3. Market Opportunities
    • 3.1.3.1. Rising technological advancements
    • 3.1.3.2. Growing investment for adoption of machine learning and artificial intelligence (AI) in healthcare

Chapter 4. Global Healthcare Data Annotation Tools Market Industry Analysis

• 4.1. Porter's 5 Force Model
  • 4.1.1. Bargaining Power of Suppliers
  • 4.1.2. Bargaining Power of Buyers
  • 4.1.3. Threat of New Entrants
  • 4.1.4. Threat of Substitutes
  • 4.1.5. Competitive Rivalry
• 4.2. Porter's 5 Force Impact Analysis
• 4.3. PEST Analysis
  • 4.3.1. Political
  • 4.3.2. Economical
  • 4.3.3. Social
  • 4.3.4. Technological
  • 4.3.5. Environmental
  • 4.3.6. Legal
• 4.4. Top investment opportunity
• 4.5. Top winning strategies
• 4.6. COVID-19 Impact Analysis
• 4.7. Disruptive Trends
• 4.8. Industry Expert Perspective
• 4.9. Analyst Recommendation & Conclusion

Chapter 5. Global Healthcare Data Annotation Tools Market, by Type

• 5.1. Market Snapshot
• 5.2. Global Healthcare Data Annotation Tools Market by Type, Performance - Potential Analysis
• 5.3. Global Healthcare Data Annotation Tools Market Estimates & Forecasts by Type 2020-2030 (USD Million)
• 5.4. Healthcare Data Annotation Tools Market, Sub Segment Analysis
  • 5.4.1. Text
  • 5.4.2. Image/Video
  • 5.4.3. Audio

Chapter 6. Global Healthcare Data Annotation Tools Market, by Technology

• 6.1. Market Snapshot
• 6.2. Global Healthcare Data Annotation Tools Market by Technology, Performance - Potential Analysis
• 6.3. Global Healthcare Data Annotation Tools Market Estimates & Forecasts by Technology 2020-2030 (USD Million)
• 6.4. Healthcare Data Annotation Tools Market, Sub Segment Analysis
  • 6.4.1. Manual
  • 6.4.2. Semi-supervised
  • 6.4.3. Automatic

Chapter 7. Global Healthcare Data Annotation Tools Market, by Application

• 7.1. Market Snapshot
• 7.2. Global Healthcare Data Annotation Tools Market by Application, Performance - Potential Analysis
• 7.3. Global Healthcare Data Annotation Tools Market Estimates & Forecasts by Application 2020-2030 (USD Million)
• 7.4. Healthcare Data Annotation Tools Market, Sub Segment Analysis
  • 7.4.1. Virtual Assistants
  • 7.4.2. Conversational Bots
  • 7.4.3. Diagnostic Support
  • 7.4.4. Drug Development Process
  • 7.4.5. Robotic Surgery
  • 7.4.6. Medical Documents

Chapter 8. Global Healthcare Data Annotation Tools Market, Regional Analysis

• 8.1. Top Leading Countries
• 8.2. Top Emerging Countries
• 8.3. Healthcare Data Annotation Tools Market, Regional Market Snapshot
• 8.4. North America Healthcare Data Annotation Tools Market
  • 8.4.1. U.S. Healthcare Data Annotation Tools Market
    • 8.4.1.1. Type breakdown estimates & forecasts, 2020-2030
    • 8.4.1.2. Technology breakdown estimates & forecasts, 2020-2030
    • 8.4.1.3. Application breakdown estimates & forecasts, 2020-2030
  • 8.4.2. Canada Healthcare Data Annotation Tools Market
• 8.5. Europe Healthcare Data Annotation Tools Market Snapshot
  • 8.5.1. U.K. Healthcare Data Annotation Tools Market
  • 8.5.2. Germany Healthcare Data Annotation Tools Market
  • 8.5.3. France Healthcare Data Annotation Tools Market
  • 8.5.4. Spain Healthcare Data Annotation Tools Market
  • 8.5.5. Italy Healthcare Data Annotation Tools Market
  • 8.5.6. Rest of Europe Healthcare Data Annotation Tools Market
• 8.6. Asia-Pacific Healthcare Data Annotation Tools Market Snapshot
  • 8.6.1. China Healthcare Data Annotation Tools Market
  • 8.6.2. India Healthcare Data Annotation Tools Market
  • 8.6.3. Japan Healthcare Data Annotation Tools Market
  • 8.6.4. Australia Healthcare Data Annotation Tools Market
  • 8.6.5. South Korea Healthcare Data Annotation Tools Market
  • 8.6.6. Rest of Asia Pacific Healthcare Data Annotation Tools Market
• 8.7. Latin America Healthcare Data Annotation Tools Market Snapshot
  • 8.7.1. Brazil Healthcare Data Annotation Tools Market
  • 8.7.2. Mexico Healthcare Data Annotation Tools Market
• 8.8. Middle East & Africa Healthcare Data Annotation Tools Market
  • 8.8.1. Saudi Arabia Healthcare Data Annotation Tools Market
  • 8.8.2. South Africa Healthcare Data Annotation Tools Market
  • 8.8.3. Rest of Middle East & Africa Healthcare Data Annotation Tools Market

Chapter 9. Competitive Intelligence

• 9.1. Key Company SWOT Analysis
  • 9.1.1. Company 1
  • 9.1.2. Company 2
  • 9.1.3. Company 3
• 9.2. Top Market Strategies
• 9.3. Company Profiles
  • 9.3.1. Infosys Limited
    • 9.3.1.1. Key Information
    • 9.3.1.2. Overview
    • 9.3.1.3. Financial (Subject to Data Availability)
    • 9.3.1.4. Product Summary
    • 9.3.1.5. Recent Developments
  • 9.3.2. Shaip.ai Data LLP
  • 9.3.3. Innodata Inc.
  • 9.3.4. Ango AI Inc
  • 9.3.5. Capestart Inc
  • 9.3.6. Lynxcare Inc
  • 9.3.7. iMerit Technology Services Pvt. Ltd.
  • 9.3.8. Anolytics Inc
  • 9.3.9. V7 Technologies Inc
  • 9.3.10. SuperAnnotate AI, Inc.

Chapter 10. Research Process

• 10.1. Research Process
  • 10.1.1. Data Mining
  • 10.1.2. Analysis
  • 10.1.3. Market Estimation
  • 10.1.4. Validation
  • 10.1.5. Publishing
• 10.2. Research Attributes
• 10.3. Research Assumption