バイオインフォマティクスにおける世界の人工知能市場は、2023年に約74億9,000万米ドルと評価され、2024年から2032年の予測期間にわたって14.03%を超える健全な成長率で成長すると予想されています。
バイオインフォマティクスにおけるAI技術の統合は、データ分析能力を強化し、個別化医療を促進することで、ヘルスケアの展望に革命をもたらしています。バイオインフォマティクスにおけるAIは、ゲノム、プロテオーム、メタボロームデータを含む膨大なデータセットの効率的な解析を支援し、それによって創薬プロセスを加速し、疾病診断と治療計画を改善します。世界のヘルスケアコストの上昇とクラウドベースのAIソリューションの採用拡大が、市場拡大の好機を生み出しています。特にクラウド・コンピューティングは、AI技術へのアクセスを民主化し、充実したインフラを持たない研究者でも高度な分析ツールを活用できるようにします。
慢性疾患の増加は、AIアルゴリズムと計算能力の進歩と相まって、市場の成長を大きく推進しています。個別化医療と健康ITを推進する政府の取り組みは、市場をさらに刺激しています。たとえば、創薬におけるAIの応用により、潜在的な薬物ターゲットを迅速に特定できるため、新しい治療法の開発が促進されます。個々の患者の特性に合わせて治療をカスタマイズすることを目的とする個別化医療の分野も、複雑な生物学的データを処理するAIの能力の恩恵を受けており、より効果的で個別化された治療計画につながっています。さらに、AIを活用したバイオインフォマティクスプラットフォーム、遺伝子変異の解釈のための機械学習、画像ベースの診断におけるディープラーニングの最近の進歩が、市場を前進させています。
バイオインフォマティクスにおける人工知能の世界市場調査において考慮した主要地域は、北アメリカ、用途別、アジア太平洋、ラテンアメリカ、中東・アフリカです。2023年には、北アメリカが圧倒的な市場シェアを占めると予想されます。これは、大手テクノロジープレイヤーの存在、高度なヘルスケアインフラ、AI研究への多額の投資が背景にあります。この地域の強力なヘルスケアおよびバイオテクノロジー部門は、広範なヘルスケアデータセットへのアクセスと相まって、創薬、ゲノム、個別化医療へのAIの効果的な応用を促進しています。北アメリカの支援的な規制環境とイノベーション拠点は、AI技術の採用をさらに後押しします。アメリカとカナダの大手バイオテクノロジー企業や研究機関は、AIソリューションの開発と統合を主導しており、市場の成長を促し、AI主導のバイオインフォマティクス分野における同地域のリーダーシップを強化しています。欧州も、研究開発費の増加と政府の有利な政策に支えられ、大幅な成長が見込まれています。アジア太平洋地域は、ヘルスケア支出の増加と個別化医療に対する需要の増加により、最も速い成長率を示すと予測されています。
目次
Table of Contents
Chapter 1. Global Artificial Intelligence in Bioinformatics Market Executive Summary
1.1. Global Artificial Intelligence in Bioinformatics Market Size & Forecast (2022-2032)
1.2. Regional Summary
1.3. Segmental Summary
1.3.1. By Application
1.3.2. By Deployment Mode
1.3.3. By Data Offering
1.3.4. By End User
1.4. Key Trends
1.5. Recession Impact
1.6. Analyst Recommendation & Conclusion
Chapter 2. Global Artificial Intelligence in Bioinformatics Market Definition and Research Assumptions
2.1. Research Objective
2.2. Market Definition
2.3. Research Assumptions
2.3.1. Inclusion & Exclusion
2.3.2. Limitations
2.3.3. Supply Side Analysis
2.3.3.1. Availability
2.3.3.2. Infrastructure
2.3.3.3. Regulatory Environment
2.3.3.4. Market Competition
2.3.3.5. Economic Viability (Consumer's Perspective)
2.3.4. Demand Side Analysis
2.3.4.1. Regulatory frameworks
2.3.4.2. Technological Advancements
2.3.4.3. Environmental Considerations
2.3.4.4. Consumer Awareness & Acceptance
2.4. Estimation Methodology
2.5. Years Considered for the Study
2.6. Currency Conversion Rates
Chapter 3. Global Artificial Intelligence in Bioinformatics Market Dynamics
3.1. Market Drivers
3.1.1. Advancements in Technology
3.1.2. Growing Demand for Personalized Medicine
3.1.3. Increasing Adoption of AI in Drug Discovery and Development
3.2. Market Challenges
3.2.1. High Implementation Costs
3.2.2. Data Privacy and Security Concerns
3.3. Market Opportunities
3.3.1. Integration of AI in Cloud Computing
3.3.2. Expansion in Emerging Markets
Chapter 4. Global Artificial Intelligence in Bioinformatics 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
4.1.6. Futuristic Approach to Porter's 5 Force Model
4.1.7. Porter's 5 Force Impact Analysis
4.2. PESTEL Analysis
4.2.1. Political
4.2.2. Economical
4.2.3. Social
4.2.4. Technological
4.2.5. Environmental
4.2.6. Legal
4.3. Top Investment Opportunity
4.4. Top Winning Strategies
4.5. Disruptive Trends
4.6. Industry Expert Perspective
4.7. Analyst Recommendation & Conclusion
Chapter 5. Global Artificial Intelligence in Bioinformatics Market Size & Forecasts by Application 2022-2032
5.1. Segment Dashboard
5.2. Global Artificial Intelligence in Bioinformatics Market: Application Revenue Trend Analysis, 2022 & 2032 (USD Billion)
5.2.1. Drug Discovery
5.2.2. Biomarker Identification
5.2.3. Genomics Analysis
5.2.4. Proteomics Analysis
5.2.5. Metabolomics Analysis
Chapter 6. Global Artificial Intelligence in Bioinformatics Market Size & Forecasts by Deployment Mode 2022-2032
6.1. Segment Dashboard
6.2. Global Artificial Intelligence in Bioinformatics Market: Deployment Mode Revenue Trend Analysis, 2022 & 2032 (USD Billion)
6.2.1. On-Premise
6.2.2. Cloud-Based
Chapter 7. Global Artificial Intelligence in Bioinformatics Market Size & Forecasts by Data Offering 2022-2032
7.1. Segment Dashboard
7.2. Global Artificial Intelligence in Bioinformatics Market: Data Offering Revenue Trend Analysis, 2022 & 2032 (USD Billion)
7.2.1. Software
7.2.2. Services
Chapter 8. Global Artificial Intelligence in Bioinformatics Market Size & Forecasts by End User 2022-2032
8.1. Segment Dashboard
8.2. Global Artificial Intelligence in Bioinformatics Market: End User Revenue Trend Analysis, 2022 & 2032 (USD Billion)
8.2.1. Pharmaceutical & Biotechnology Companies
8.2.2. Academic & Research Institutes
8.2.3. CDMO & CROs
8.2.4. Others
Chapter 9. Global Artificial Intelligence in Bioinformatics Market Size & Forecast by Region 2022-2032
9.1. North America Artificial Intelligence in Bioinformatics Market
9.1.1. U.S. Artificial Intelligence in Bioinformatics Market
9.1.1.1. Application breakdown size & forecasts, 2022-2032
9.1.1.2. Deployment Mode breakdown size & forecasts, 2022-2032
9.1.2. Canada Artificial Intelligence in Bioinformatics Market
9.2. Europe Artificial Intelligence in Bioinformatics Market
9.2.1. U.K. Artificial Intelligence in Bioinformatics Market
9.2.2. Germany Artificial Intelligence in Bioinformatics Market
9.2.3. France Artificial Intelligence in Bioinformatics Market
9.2.4. Spain Artificial Intelligence in Bioinformatics Market
9.2.5. Italy Artificial Intelligence in Bioinformatics Market
9.2.6. Rest of Europe Artificial Intelligence in Bioinformatics Market
9.3. Asia-Pacific Artificial Intelligence in Bioinformatics Market
9.3.1. China Artificial Intelligence in Bioinformatics Market
9.3.2. India Artificial Intelligence in Bioinformatics Market
9.3.3. Japan Artificial Intelligence in Bioinformatics Market
9.3.4. Australia Artificial Intelligence in Bioinformatics Market
9.3.5. South Korea Artificial Intelligence in Bioinformatics Market
9.3.6. Rest of Asia Pacific Artificial Intelligence in Bioinformatics Market
9.4. Latin America Artificial Intelligence in Bioinformatics Market
9.4.1. Brazil Artificial Intelligence in Bioinformatics Market
9.4.2. Mexico Artificial Intelligence in Bioinformatics Market
9.4.3. Rest of Latin America Artificial Intelligence in Bioinformatics Market
9.5. Middle East & Africa Artificial Intelligence in Bioinformatics Market
9.5.1. Saudi Arabia Artificial Intelligence in Bioinformatics Market
9.5.2. South Africa Artificial Intelligence in Bioinformatics Market
9.5.3. Rest of Middle East & Africa Artificial Intelligence in Bioinformatics Market
Chapter 10. Competitive Intelligence
10.1. Key Company SWOT Analysis
10.2. Top Market Strategies
10.3. Company Profiles
10.3.1. BioRad Laboratories
10.3.1.1. Key Information
10.3.1.2. Overview
10.3.1.3. Financial (Subject to Data Availability)
10.3.1.4. Product Summary
10.3.1.5. Market Strategies
10.3.2. QIAGEN
10.3.3. Bionano Genomics
10.3.4. MGI Tech
10.3.5. NanoString Technologies
10.3.6. Oxford Nanopore Technologies
10.3.7. 10x Genomics
10.3.8. Thermo Fisher Scientific
10.3.9. PacBio
10.3.10. Roche
10.3.11. Illumina
10.3.12. Agilent Technologies
Chapter 11. Research Process
11.1. Research Process
11.1.1. Data Mining
11.1.2. Analysis
11.1.3. Market Estimation
11.1.4. Validation
11.1.5. Publishing
11.2. Research Attributes
List of Tables
TABLE 1. Global Artificial Intelligence in Bioinformatics market, report scope
TABLE 2. Global Artificial Intelligence in Bioinformatics market estimates & forecasts by Region 2022-2032 (USD Billion)
TABLE 3. Global Artificial Intelligence in Bioinformatics market estimates & forecasts by Application 2022-2032 (USD Billion)
TABLE 4. Global Artificial Intelligence in Bioinformatics market estimates & forecasts by Deployment Mode 2022-2032 (USD Billion)
TABLE 5. Global Artificial Intelligence in Bioinformatics market estimates & forecasts by Data Offering 2022-2032 (USD Billion)
TABLE 6. Global Artificial Intelligence in Bioinformatics market estimates & forecasts by End User 2022-2032 (USD Billion)
TABLE 7. Global Artificial Intelligence in Bioinformatics market by segment, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 8. Global Artificial Intelligence in Bioinformatics market by region, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 9. Global Artificial Intelligence in Bioinformatics market by segment, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 10. Global Artificial Intelligence in Bioinformatics market by region, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 11. Global Artificial Intelligence in Bioinformatics market by segment, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 12. Global Artificial Intelligence in Bioinformatics market by region, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 13. Global Artificial Intelligence in Bioinformatics market by segment, estimates & forecasts, 2022-2032 (USD Billion)
TABLE 14. U.S. Artificial Intelligence in Bioinformatics market estimates & forecasts, 2022-2032 (USD Billion)
TABLE 15. U.S. Artificial Intelligence in Bioinformatics market estimates & forecasts by segment 2022-2032 (USD Billion)
TABLE 16. U.S. Artificial Intelligence in Bioinformatics market estimates & forecasts by segment 2022-2032 (USD Billion)
TABLE 17. Canada Artificial Intelligence in Bioinformatics market estimates & forecasts, 2022-2032 (USD Billion)
TABLE 18. Canada Artificial Intelligence in Bioinformatics market estimates & forecasts by segment 2022-2032 (USD Billion)
TABLE 19. Canada Artificial Intelligence in Bioinformatics market estimates & forecasts by segment 2022-2032 (USD Billion)
…..
This list is not complete, final report does contain more than 100 tables. The list may be updated in the final deliverable.
List of Figures
FIG 1. Global Artificial Intelligence in Bioinformatics market, research methodology
FIG 2. Global Artificial Intelligence in Bioinformatics market, market estimation techniques
FIG 3. Global market size estimates & forecast methods.
FIG 4. Global Artificial Intelligence in Bioinformatics market, key trends 2023
FIG 5. Global Artificial Intelligence in Bioinformatics market, growth prospects 2022-2032
FIG 6. Global Artificial Intelligence in Bioinformatics market, porters 5 force model
FIG 7. Global Artificial Intelligence in Bioinformatics market, PESTEL analysis
FIG 8. Global Artificial Intelligence in Bioinformatics market, value chain analysis
FIG 9. Global Artificial Intelligence in Bioinformatics market by Application, 2022 & 2032 (USD Billion)
FIG 10. Global Artificial Intelligence in Bioinformatics market by Deployment Mode, 2022 & 2032 (USD Billion)
FIG 11. Global Artificial Intelligence in Bioinformatics market by Data Offering, 2022 & 2032 (USD Billion)
FIG 12. Global Artificial Intelligence in Bioinformatics market by End User, 2022 & 2032 (USD Billion)
FIG 13. U.S. Artificial Intelligence in Bioinformatics market estimates, 2022 & 2032 (USD Billion)
FIG 14. Europe Artificial Intelligence in Bioinformatics market estimates, 2022 & 2032 (USD Billion)
FIG 15. Asia-Pacific Artificial Intelligence in Bioinformatics market estimates, 2022 & 2032 (USD Billion)
FIG 16. Latin America Artificial Intelligence in Bioinformatics market estimates, 2022 & 2032 (USD Billion)
FIG 17. Middle East & Africa Artificial Intelligence in Bioinformatics market estimates, 2022 & 2032 (USD Billion)
FIG 20. Global Artificial Intelligence in Bioinformatics market, company market share analysis (2023)
…..
This list is not complete, final report does contain more than 50 figures. The list may be updated in the final deliverable.
