世界のゲノミクスにおけるAI市場は、2021年に約3億4,103万米ドルと評価され、予測の2022年から2029年には46.0%以上の健全な成長率で成長すると予測されます。人工知能（AI）は、ゲノムのマッピングなどのタスクを実行できるコンピューターシステムを作るために、ゲノミクスで使用されています。遺伝物質の構造、進化、機能についても、人間が参加するよりもAIを使った方が早く探求することができます。AIアルゴリズムの主な目的は人間の知能を再現することですが、臨床ゲノミクスは、表現型から遺伝子型への対応、バリアントコール、ゲノムアノテーション、ゲノム注釈からなるゲノム解析を行うことに向けられています。さらに、AI技術は、手作業を特徴としないDNAやタンパク質の構造を即座に予測することを支援することができます。政府投資の増加、精密医療におけるAIの導入の急増、ゲノム配列決定のコストと時間の削減、ゲノムデータセットの増加は、世界中で市場の成長を促進する主な要因となっています。
さらに、個別化医療の研究への投資の高まりも、かなりの割合で市場需要を後押ししています。Statistaによると、2019年の個別化医療市場の世界市場規模は約1兆9,800億米ドルと推定されており、2022年には2兆7,700億米ドルに達すると予測されています。その結果、個別化医療の研究への注目が高まることが、ゲノミクスにおけるAI市場の成長に関連しています。さらに、人間を認識するAIシステムの開発に対する重点の高まりや、遺伝子治療の分野における進歩の増加は、予測期間中に様々な有利な機会をもたらしています。しかし、熟練したAI専門家の不足と厳しい規制の枠組みが、2022年から2029年の予測期間における市場成長を妨げています。
ゲノミクスにおけるAIの世界市場の調査対象地域は、アジア太平洋地域、北アメリカ、ヨーロッパ、ラテンアメリカ、その他の地域です。北アメリカは、研究開発への投資の増加、ゲノミクス向けAI搭載ソリューションの進歩の高まり、ゲノムデータ解析のための新しいソフトウェアやツールの導入により、収益面で市場を支配しています。一方、アジア太平洋地域は予測期間中、最も高い成長率で成長すると予想されています。人口の増加、医療費の増加、精密医療への注目の高まり、ゲノミクス技術の急速な進歩などの要因が、予測期間における市場成長を急拡大させています。
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, 2019-2029 (USD Million)
1.2.1. AI In Genomics Market, by Region, 2019-2029 (USD Million)
1.2.2. AI In Genomics Market, by Component, 2019-2029 (USD Million)
1.2.3. AI In Genomics Market, by Technology, 2019-2029 (USD Million)
1.2.4. AI In Genomics Market, by Functionality, 2019-2029 (USD Million)
1.2.5. AI In Genomics Market, by Application, 2019-2029 (USD Million)
1.2.6. AI In Genomics Market, by End-use, 2019-2029 (USD Million)
1.3. Key Trends
1.4. Estimation Methodology
1.5. Research Assumption
Chapter 2. Global AI In Genomics Market Definition and Scope
2.1. Objective of the Study
2.2. Market Definition & Scope
2.2.1. Scope of the Study
2.2.2. Industry Evolution
2.3. Years Considered for the Study
2.4. Currency Conversion Rates
Chapter 3. Global AI In Genomics Market Dynamics
3.1. AI In Genomics Market Impact Analysis (2019-2029)
3.1.1. Market Drivers
3.1.1.1. Rising investment for research in the field of personalized medicine
3.1.1.2. Increasing government investments
3.1.2. Market Challenges
3.1.2.1. Dearth of skilled AI professionals
3.1.2.2. Stringent regulatory framework
3.1.3. Market Opportunities
3.1.3.1. Rising emphasis on developing human-aware AI systems
3.1.3.2. Increasing advancement in the field of gene therapy
Chapter 4. Global AI In Genomics 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. Futuristic Approach to Porter’s 5 Force Model (2019-2029)
4.3. PEST Analysis
4.3.1. Political
4.3.2. Economical
4.3.3. Social
4.3.4. Technological
4.4. Top investment opportunity
4.5. Top winning strategies
4.6. Industry Experts Prospective
4.7. Analyst Recommendation & Conclusion
Chapter 5. Risk Assessment: COVID-19 Impact
5.1. Assessment of the overall impact of COVID-19 on the industry
5.2. Pre COVID-19 and post COVID-19 Market scenario
Chapter 6. Global AI In Genomics Market, by Component
6.1. Market Snapshot
6.2. Global AI In Genomics Market by Component, Performance - Potential Analysis
6.3. Global AI In Genomics Market Estimates & Forecasts by Component 2019-2029 (USD Million)
6.4. AI In Genomics Market, Sub Segment Analysis
6.4.1. Hardware
6.4.2. Software
6.4.3. Services
Chapter 7. Global AI In Genomics Market, by Technology
7.1. Market Snapshot
7.2. Global AI In Genomics Market by Technology, Performance - Potential Analysis
7.3. Global AI In Genomics Market Estimates & Forecasts by Technology 2019-2029 (USD Million)
7.4. AI In Genomics Market, Sub Segment Analysis
7.4.1. Machine Learning
7.4.2. Computer Vision
Chapter 8. Global AI In Genomics Market, by Functionality
8.1. Market Snapshot
8.2. Global AI In Genomics Market by Functionality, Performance - Potential Analysis
8.3. Global AI In Genomics Market Estimates & Forecasts by Functionality 2019-2029 (USD Million)
8.4. AI In Genomics Market, Sub Segment Analysis
8.4.1. Genome Sequencing
8.4.2. Gene Editing
8.4.3. Others
Chapter 9. Global AI In Genomics Market, by Application
9.1. Market Snapshot
9.2. Global AI In Genomics Market by Application, Performance - Potential Analysis
9.3. Global AI In Genomics Market Estimates & Forecasts by Application 2019-2029 (USD Million)
9.4. AI In Genomics Market, Sub Segment Analysis
9.4.1. Drug Discovery & Development
9.4.2. Precision Medicine
9.4.3. Diagnostics
9.4.4. Others
Chapter 10. Global AI In Genomics Market, by End-use
10.1. Market Snapshot
10.2. Global AI In Genomics Market by End-use, Performance - Potential Analysis
10.3. Global AI In Genomics Market Estimates & Forecasts by End-use 2019-2029 (USD Million)
10.4. AI In Genomics Market, Sub Segment Analysis
10.4.1. Pharmaceutical and Biotech Companies
10.4.2. Healthcare Providers
10.4.3. Research Centers
10.4.4. Others
Chapter 11. Global AI In Genomics Market, Regional Analysis
11.1. AI In Genomics Market, Regional Market Snapshot
11.2. North America AI In Genomics Market
11.2.1. U.S. AI In Genomics Market
11.2.1.1. Component breakdown estimates & forecasts, 2019-2029
11.2.1.2. Technology breakdown estimates & forecasts, 2019-2029
11.2.1.3. Functionality breakdown estimates & forecasts, 2019-2029
11.2.1.4. Application breakdown estimates & forecasts, 2019-2029
11.2.1.5. End-use breakdown estimates & forecasts, 2019-2029
11.2.2. Canada AI In Genomics Market
11.3. Europe AI In Genomics Market Snapshot
11.3.1. U.K. AI In Genomics Market
11.3.2. Germany AI In Genomics Market
11.3.3. France AI In Genomics Market
11.3.4. Spain AI In Genomics Market
11.3.5. Italy AI In Genomics Market
11.3.6. Rest of Europe AI In Genomics Market
11.4. Asia-Pacific AI In Genomics Market Snapshot
11.4.1. China AI In Genomics Market
11.4.2. India AI In Genomics Market
11.4.3. Japan AI In Genomics Market
11.4.4. Australia AI In Genomics Market
11.4.5. South Korea AI In Genomics Market
11.4.6. Rest of Asia Pacific AI In Genomics Market
11.5. Latin America AI In Genomics Market Snapshot
11.5.1. Brazil AI In Genomics Market
11.5.2. Mexico AI In Genomics Market
11.5.3. Rest of Latin America AI In Genomics Market
11.6. Rest of The World AI In Genomics Market
Chapter 12. Competitive Intelligence
12.1. Top Market Strategies
12.2. Company Profiles
12.2.1. IBM Corporation
12.2.1.1. Key Information
12.2.1.2. Overview
12.2.1.3. Financial (Subject to Data Availability)
12.2.1.4. Product Summary
12.2.1.5. Recent Developments
12.2.2. Microsoft Corporation
12.2.3. NVIDIA Corporation
12.2.4. DEEP GENOMICS
12.2.5. Data4Cure, Inc.
12.2.6. Freenome Holdings, Inc.
12.2.7. Thermo Fisher Scientific Inc.
12.2.8. Illumina, Inc.
12.2.9. SOPHiA GENETICS
12.2.10. BenevolentAI
Chapter 13. Research Process
13.1. Research Process
13.1.1. Data Mining
13.1.2. Analysis
13.1.3. Market Estimation
13.1.4. Validation
13.1.5. Publishing
13.2. Research Attributes
13.3. Research Assumption
List of Tables
TABLE 1. Global AI In Genomics Market, report scope
TABLE 2. Global AI In Genomics Market estimates & forecasts by Region 2019-2029 (USD Million)
TABLE 3. Global AI In Genomics Market estimates & forecasts by Component 2019-2029 (USD Million)
TABLE 4. Global AI In Genomics Market estimates & forecasts by Technology 2019-2029 (USD Million)
TABLE 5. Global AI In Genomics Market estimates & forecasts by Functionality 2019-2029 (USD Million)
TABLE 6. Global AI In Genomics Market estimates & forecasts by Application 2019-2029 (USD Million)
TABLE 7. Global AI In Genomics Market estimates & forecasts by End-use 2019-2029 (USD Million)
TABLE 8. Global AI In Genomics Market by segment, estimates & forecasts, 2019-2029 (USD Million)
TABLE 9. Global AI In Genomics Market by region, estimates & forecasts, 2019-2029 (USD Million)
TABLE 10. Global AI In Genomics Market by segment, estimates & forecasts, 2019-2029 (USD Million)
TABLE 11. Global AI In Genomics Market by region, estimates & forecasts, 2019-2029 (USD Million)
TABLE 12. Global AI In Genomics Market by segment, estimates & forecasts, 2019-2029 (USD Million)
TABLE 13. Global AI In Genomics Market by region, estimates & forecasts, 2019-2029 (USD Million)
TABLE 14. Global AI In Genomics Market by segment, estimates & forecasts, 2019-2029 (USD Million)
TABLE 15. Global AI In Genomics Market by region, estimates & forecasts, 2019-2029 (USD Million)
TABLE 16. Global AI In Genomics Market by segment, estimates & forecasts, 2019-2029 (USD Million)
TABLE 17. Global AI In Genomics Market by region, estimates & forecasts, 2019-2029 (USD Million)
TABLE 18. U.S. AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 19. U.S. AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 20. U.S. AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 21. Canada AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 22. Canada AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 23. Canada AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 24. UK AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 25. UK AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 26. UK AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 27. Germany AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 28. Germany AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 29. Germany AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 30. France AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 31. France AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 32. France AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 33. Italy AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 34. Italy AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 35. Italy AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 36. Spain AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 37. Spain AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 38. Spain AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 39. RoE AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 40. RoE AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 41. RoE AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 42. China AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 43. China AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 44. China AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 45. India AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 46. India AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 47. India AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 48. Japan AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 49. Japan AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 50. Japan AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 51. South Korea AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 52. South Korea AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 53. South Korea AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 54. Australia AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 55. Australia AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 56. Australia AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 57. RoAPAC AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 58. RoAPAC AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 59. RoAPAC AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 60. Brazil AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 61. Brazil AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 62. Brazil AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 63. Mexico AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 64. Mexico AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 65. Mexico AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 66. RoLA AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 67. RoLA AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 68. RoLA AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 69. Row AI In Genomics Market estimates & forecasts, 2019-2029 (USD Million)
TABLE 70. Row AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 71. Row AI In Genomics Market estimates & forecasts by segment 2019-2029 (USD Million)
TABLE 72. List of secondary sources, used in the study of global AI In Genomics Market
TABLE 73. List of primary sources, used in the study of global AI In Genomics Market
TABLE 74. Years considered for the study
TABLE 75. 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 AI In Genomics Market, research methodology
FIG 2. Global AI In Genomics Market, Market estimation techniques
FIG 3. Global Market size estimates & forecast methods
FIG 4. Global AI In Genomics Market, key trends 2021
FIG 5. Global AI In Genomics Market, growth prospects 2022-2029
FIG 6. Global AI In Genomics Market, porters 5 force model
FIG 7. Global AI In Genomics Market, pest analysis
FIG 8. Global AI In Genomics Market, value chain analysis
FIG 9. Global AI In Genomics Market by segment, 2019 & 2029 (USD Million)
FIG 10. Global AI In Genomics Market by segment, 2019 & 2029 (USD Million)
FIG 11. Global AI In Genomics Market by segment, 2019 & 2029 (USD Million)
FIG 12. Global AI In Genomics Market by segment, 2019 & 2029 (USD Million)
FIG 13. Global AI In Genomics Market by segment, 2019 & 2029 (USD Million)
FIG 14. Global AI In Genomics Market, regional snapshot 2019 & 2029
FIG 15. North America AI In Genomics Market 2019 & 2029 (USD Million)
FIG 16. Europe AI In Genomics Market 2019 & 2029 (USD Million)
FIG 17. Asia pacific AI In Genomics Market 2019 & 2029 (USD Million)
FIG 18. Latin America AI In Genomics Market 2019 & 2029 (USD Million)
FIG 19. Global AI In Genomics Market, company Market share analysis (2021)
List of tables and figures and dummy in nature, final lists may vary in the final deliverable
