Ramie Fathy, MD· Johns Hopkins DermatologyBaltimore

Dermatology Resident · AI Researcher · Writer

Ramie Fathy, MD

Dermatology resident at Johns Hopkins. I build clinical AI tools and study how they should, and should not, be used at the bedside.

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ActivityLive

› building clinical AI tools. testing whether they belong at the bedside.

› evaluating vision-language models on dermoscopic images…

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Software

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Browser-based clinical instruments — privacy-preserving, no account required, built around real clinic and resident-education workflows.

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Skinoculars

Interactive 3D dermatology visualization tool powered by Three.js and React.

react · three.js · vite02running

AtlasSkin 3D — DEJ Explorer

Exploratory interactive teaching model of the dermal–epidermal junction across tissue, ultrastructural, molecular, and cell scales; not biologically validated or intended for clinical use.

react · three.js · semantic 3d03running

Dermatopathology Navigator

Modern React-powered learning platform with AI study assistant, spaced repetition, multiple view modes, and comprehensive differential diagnosis builder.

react 18 · gemini ai · webgl shaders
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Selected publications

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2025

Comparative Assessment of GPT-4 Vision in Dermoscopic Image AnalysisTadros AR, Zhuo W, Fathy RA, Robinson MA, Belzberg M, Alhariri JM

journal of the american academy of dermatology2022

Pediatric teledermatology: a retrospective review of 1199 encounters during the COVID-19 pandemicHavele SA, Fathy R, McMahon P, Murthy AS

journal of the american academy of dermatology2022

Lack of skin of color in Google image searches may reflect under-representation in educational resourcesFathy R, Lipoff JB

journal of the american academy of dermatology2020

Climate change and inpatient dermatology: A call to actionFathy RA, Asgari MM

current dermatology reports
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About

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I am completing my final year of dermatology residency at Johns Hopkins, with clinical interests in inflammatory and complex medical dermatology, dermatopathology, and clinical AI evaluation.

nowJohns Hopkins Dermatology, PGY-4
nextRheumatology–dermatology fellowship, Mass General Brigham — Rodman Lab
serviceAAD Council on Science & Research, 2025–2027
trainingPrinceton AB, molecular biology · Penn MD