Executive Summary
Market Research Methodology
2.1. Research methodology and design
2.2. Sample selection
2.3. Reliability and validity
Market Analysis
3.1. Market size and growth rates
3.2. Macroeconomic change
3.3. Market growth drivers, market dynamics and trends
3.4. Megatrends and their impact
3.5. Change and strategic drift
3.6. Characteristics mapping
3.7. Value chain analysis
3.8. Distribution platforms
3.9. Market scenarios and opportunity forecasts
3.10. Geographic analysis
3.11. Relevant markets
3.12. The new frontiers of growth
3.13. Creating value through sustainable strategies
Market Breakdown by Component
4.1. Introduction
4.2. Software
4.3. Services
Market Breakdown by Application
5.1. Introduction
5.2. Disease Diagnosis
5.3. Drug Discovery & Development
5.4. Academic Research
Market Breakdown by Technology
6.1. Introduction
6.2. Machine Learning (ML)
6.2.1. Deep Learning
6.2.2. Others
6.3. Natural Language Processing (NLP) Models
6.4. Computer Vision
6.5. Others
Market Breakdown by End Use
7.1. Introduction
7.2. Hospitals and Diagnostic Labs
7.3. Biotechnology and Pharmaceutical Companies
7.4. Academic and Research Institutes
7.5. Other
Market Breakdown by Geography
8.1. North America
8.1.1. U.S.
8.1.2. Canada
8.1.3. Mexico
8.2. South America
8.2.1. Brazil
8.2.2. Argentina
8.2.3. Others
8.3. Europe
8.3.1. Germany
8.3.2. France
8.3.3. U.K.
8.3.4. Italy
8.3.5. Spain
8.3.6. Sweden
8.3.7. Belgium
8.3.8. Denmark
8.3.9. Austria
8.3.10. Switzerland
8.3.11. Netherlands
8.3.12. Russia
8.3.13. Others
8.4. Asia-Pacific
8.4.1. China
8.4.2. Japan
8.4.3. South Korea
8.4.4. India
8.4.5. Australia
8.4.6. Others
8.5. Middle East & Africa
8.5.1. South Africa
8.5.2. Saudi Arabia
8.5.3. UAE
8.5.4. Israel
8.5.5. Others
Competitive Landscape
9.1. Competitive situation and trends
9.2. Industry benchmarking
9.3. Recent market and industry developments
9.3.1. New product developments and announcements
9.3.2. Agreements, partnerships, joint ventures, and collaborations
9.3.3. Mergers and acquisitions and major PE deals
Companies Profiled
10.1. aetherAI
10.2. CellaVision
10.3. CellCarta
10.4. ContextVision AB
10.5. Epredia (3DHISTECH Ltd.)
10.6. F. Hoffmann-La Roche Ltd.
10.7. Hamamatsu Photonics K.K.
10.8. IBEX (IBEX MEDICAL ANALYTICS)
10.9. Koninklijke Philips N.V.
10.10. Leica Biosystems Nussloch GmbH (Danaher)
10.11. Mikroscan Technologies, Inc.
10.12. Nucleai, Inc.
10.13. Olympus Corporation
10.14. Proscia Inc.
10.15. Tempus
10.16. Visiopharm A/S