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Haley Sullivan D'Souza

Provisional Faculty in the Department of Ophthalmology
Ophthalmology, Vitreoretinal Diseases & Surgery

Current Duke Appointments & Affiliations


Provisional Faculty in the Department of Ophthalmology · 2026 - Present Ophthalmology, Vitreoretinal Diseases & Surgery, Ophthalmology

Recent Scholarly Works


Development of a deep learning model to classify choroidal melanoma risk factors based on color fundus photographs.

Journal article AJO Int · December 11, 2025 Choroidal melanoma is the most common malignant primary intraocular tumor and can develop either de novo or from a preexisting choroidal nevus, a benign pigmented lesion. Key risk factors for the transformation of choroidal nevus into melanoma include tumo ... Full text Link to item Cite
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Education


Eastern Virginia Medical School · 2021 M.D.