Sotabase

Career

· AI Research Scientist, Duolingo2025–
· PhD in Computer Science, Harvard University2020–
· B.E. (Hons.) in Computer Science, Birla Institute of Technology and Science, Pilani
· Research Intern, Microsoft Research India
· Software Engineer, Singapore Management University (SMU)

Publications (109)

Uveal metastasis from lung cancer: clinical features, treatment, and outcome in 194 patients.
Ophthalmology (Rochester, Minn.) · 2014
150
cited
Interferon for Ocular Surface Squamous Neoplasia in 81 Cases: Outcomes Based on the American Joint Committee on Cancer Classification
Cornea · 2013
129
cited
Postenucleation adjuvant chemotherapy with vincristine, etoposide, and carboplatin for the treatment of high-risk retinoblastoma.
A M A Archives of Ophthalmology · 2011
119
cited
Iris melanoma: features and prognosis in 317 children and adults.
Journal of AAPOS · 2012
118
cited
Enhanced depth imaging optical coherence tomography of choroidal nevus in 104 cases.
Ophthalmology (Rochester, Minn.) · 2012
117
cited
Topical interferon alfa-2b for management of ocular surface squamous neoplasia in 23 cases: outcomes based on American Joint Committee on Cancer classification.
A M A Archives of Ophthalmology · 2012
102
cited
Intravitreal bevacizumab at 4-month intervals for prevention of macular edema after plaque radiotherapy of uveal melanoma.
Ophthalmology (Rochester, Minn.) · 2014
95
cited
Optical Coherence Tomography of Retinal and Choroidal Tumors
Journal of Ophthalmology · 2011
90
cited
Giant ocular surface squamous neoplasia managed with interferon alpha-2b as immunotherapy or immunoreduction.
Ophthalmology (Rochester, Minn.) · 2012
89
cited
Iris melanoma management with iodine-125 plaque radiotherapy in 144 patients: impact of melanoma-related glaucoma on outcomes.
Ophthalmology (Rochester, Minn.) · 2013
64
cited
Minimal exposure (one or two cycles) of intra-arterial chemotherapy in the management of retinoblastoma.
Ophthalmology (Rochester, Minn.) · 2012
54
cited
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
Neural Information Processing Systems · 2022
52
cited
PROSPECTIVE RANDOMIZED SUBJECT-MASKED STUDY OF INTRAVITREAL BEVACIZUMAB MONOTHERAPY VERSUS DEXAMETHASONE IMPLANT MONOTHERAPY IN THE TREATMENT OF PERSISTENT DIABETIC MACULAR EDEMA
Retina · 2016
45
cited
Q-Learning Lagrange Policies for Multi-Action Restless Bandits
Knowledge Discovery and Data Mining · 2021
39
cited
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning
Neural Information Processing Systems · 2021
35
cited
EFFECT OF INTRAARTERIAL CHEMOTHERAPY ON RETINOBLASTOMA-INDUCED RETINAL DETACHMENT
Retina · 2012
32
cited
MORPHOLOGIC FEATURES AND EVOLUTION OF INNER RETINAL DIMPLES ON OPTICAL COHERENCE TOMOGRAPHY AFTER INTERNAL LIMITING MEMBRANE PEELING
Retina · 2014
31
cited
Therapeutic Options in Refractory Diabetic Macular Oedema
Drugs · 2017
31
cited
Hydroxyapatite Orbital Implant in Children Following Enucleation: Analysis of 531 Sockets
Ophthalmic Plastic and Reconstructive Surgery · 2015
28
cited
Resection of intraocular tumors (partial lamellar sclerouvectomy) in the pediatric age group.
Ophthalmology (Rochester, Minn.) · 2012
26
cited
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Sanket Shah | Researcher Profile | Sotabase | Sotabase