Gaps and Opportunities in the Medical AI Market

Duke & UNC

Gaps and Opportunities in the Medical AI Market
✓Hands-On Creativity Challenges
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✓Inspiration Hub - Stories and Interviews

Project Overview

Alzouby, I., Chouffani El Fassi, S., Shahrour, L., et al. Comprehensive analysis of current gaps and future opportunities in the medical AI industry.

Under Review by Nature Medicine

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Issam Alzouby

Designing intelligent systems with precision, empathy, and bold imagination.

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© 2026 Issam Alzouby  •  AI Engineer & Researcher