Mapping AI startup investment and innovation in healthcare using a five-tier AI systems complexity framework
Ahmed Zahlan, Pek Hooi Soh, Bart Clarysse · 2026
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Description
Artificial Intelligence (AI) is reshaping healthcare through advances in diagnostics, treatment, and operations, yet the startup ecosystem driving this transformation remains underexplored. Analyzing 3,807 AI health startups founded between 2010 and 2024, this study applies a five-tier framework of AI systems complexity to classify ventures by medical domain, AI systems level, funding, geography, and team composition.
Catalog record
| CREATOR | Ahmed Zahlan, Pek Hooi Soh, Bart Clarysse |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 111 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |