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、予測期間の2023年の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（テレメディスン）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。例えば、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、Aidoc社は2020年9月にSquare Peg Capital社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、eヘルス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「European Health Data Space Programme（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、北アメリカ、ヨーロッパ、ラテンアメリカ、中東・アフリカです。北アメリカは、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、近年における様々なセグメント・国の市場規模を定義し、今後数年間の価値を予測することです。本レポートは、調査対象国における産業の質的・量的な側面を取り込むように設計されています。
さらに、市場の今後の成長を決定づける推進要因や課題などの重要な側面に関する詳細情報も提供しています。さらに、主要企業の競争環境と製品提供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の潜在的な機会も組み込んでいます。
目次
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
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
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
