The FLIS Lab | Advancing Ophthalmology

Our Research Focus

Large Multimodal Models

Artificial intelligence that assists clinicians for the benefit of patients.

Agentic AI

Safe, scalable frameworks for clinical and research workflows.

AI Safety

Rigorous validation and responsible deployment.

Meet Our Founder

Scott Perkins

Scott Perkins is an incoming ophthalmology resident at Harvard Medical School/Massachusetts Eye and Ear Infirmary. He is also a data scientist, machine learning engineer, and software developer. Scott has developed innovative software tools for ophthalmic image analysis, natural language processing, and clinical risk prediction that have enhanced clinical trials, healthcare delivery, and educational initiatives. While a medical student, he co-founded Future Leaders in Sight, a national organization of over 600 members that engages medical students in leadership and advocacy. He is a graduate of the Cleveland Clinic Lerner College of Medicine.

Research Philosophy

We believe in building AI-driven ophthalmic solutions that are rooted in clinical need and developed through collaborative discovery. Our work prioritizes patient impact and real-world applicability, ensuring that innovation serves both science and society.