Selected scholarship.

Aggregate index,
sortable by topic,
venue, and year.

Selected research spanning inflammatory dermatoses, autoimmune disease, dermatopathology, and clinical AI evaluation.

Interactive Dashboard

Dermoscopy LLM Evaluation

Explore model performance across prompting strategies, diagnoses, and cost/latency tradeoffs in an interactive view of one of my studies.

Open dashboard →

Journal Article2025
Comparative Assessment of GPT-4 Vision in Dermoscopic Image Analysis
Tadros AR, Zhuo W, Fathy RA, Robinson MA, Belzberg M, Alhariri JM
Journal of the American Academy of Dermatology. 2025 (in press).
AIDermatology
Journal Article2024
Demographic differences and the impact of research years for reapplicants to dermatology residency programs: A retrospective cohort study
Truel JS, Ferree S, Fathy R, Hossler E, Rosman IS
Journal of the American Academy of Dermatology. 2024;91(5):971-972.
ResidencyMedical Education
Journal Article2023
Increased ambient outdoor temperatures are associated with increased disease flaring in hidradenitis suppurativa
Singh R, Fathy R, Kassamali B, Noe MH, Barbieri JS, LaChance A, et al.
Archives of Dermatological Research. 2023;316(1):49.
ClimateInflammatory Dermatoses
Journal Article2023
Sentinel lymph node biopsy in Merkel cell carcinoma: rates and predictors of compliance with NCCN guidelines
Lewis DJ, Fathy RA, Nugent S, Etzkorn JR, Sobanko JF, Shin TM, et al.
Journal of the American Academy of Dermatology. 2023;88(2):448-450.
OncologyQuality Improvement
Journal Article2023
Talimogene Laherparepvec for advanced stage Merkel cell carcinoma: therapeutic role and immunologic mechanisms
Farr MA, Joshi TP, Fathy RA, Lewis DJ
Skinmed. 2023;21(3):153-155.
OncologyImmunotherapy
Journal Article2022
Comparative evaluation of choose-your-own-adventure and traditional linear case formats in radiology small-group teaching
Thomas SP, Fathy R, Aepli S, Clancy CB, Lipschik GY, Simpson SA, et al.
Academic Radiology. 2022;29(Suppl 1):S82-S88.
Medical EducationRadiology
Journal Article2022
Lack of skin of color in Google image searches may reflect under-representation in educational resources
Fathy R, Lipoff JB
Journal of the American Academy of Dermatology. 2022;86(3):e113-e114.
EquityEducation
Journal Article2022
Patterns of promotional content by dermatology influencers on TikTok
Ranpariya VK, Fathy R, Chu B, Wang S, Lipoff JB
JMIR Dermatology. 2022;5(1):e34935.
Social MediaDermatology
Journal Article2022
Pediatric teledermatology: a retrospective review of 1199 encounters during the COVID-19 pandemic
Havele SA, Fathy R, McMahon P, Murthy AS
Journal of the American Academy of Dermatology. 2022;87(3):678-680.
TeledermatologyPediatrics
Journal Article2022
Skin reactions to COVID-19 vaccines: A registry update on reaction location and vaccine type
Freeman EE, Sun Q, McMahon DE, Singh R, Fathy R, Tyagi A, et al.
Journal of the American Academy of Dermatology. 2022;86(4):e165-e167.
COVID-19Pharmacovigilance
Journal Article2022
Therapeutic targets for vaccination in polyomavirus-driven Merkel cell carcinoma
Joshi TP, Farr MA, Hsiou DA, Nugent S, Fathy RA, Lewis DJ
Dermatologic Therapy. 2022;35(7):e15536.
OncologyImmunology
Report2020
Climate change and inpatient dermatology: A call to action
Fathy RA, Asgari MM
Current Dermatology Reports. 2020;9(4):199-204.
ClimatePolicy