Sotabase

Career

· Visiting Researcher, Microsoft2024–2024
· Visiting Researcher, Microsoft2023–2023
· Professor, University of Washington2022–
· Chair, ASIST SIG AI (Current)2021–
· Visiting Professor, Getty Images2021–2021
· Editor In Chief, Information Matters2021–
· Co Director, RAISE (Responsible AI Systems & Experiences) (Current)2021–
· Visiting Researcher, Microsoft2020–2024
· Amazon Scholar, Amazon2019–2019
· Associate Professor, University of Washington2019–2022
· Research Scientist, Spotify2018–2019
· Consultant, United Nations2016–2018
· Director, InfoSeeking2010–
· Associate Professor, Rutgers University2010–2019

Publications (83)

Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
ACM Computing Surveys · 2020
256
cited
The association between host susceptibility factors and uveal melanoma: a meta-analysis.
A M A Archives of Ophthalmology · 2006
224
cited
Outcomes and risk factors associated with endophthalmitis after intravitreal injection of anti-vascular endothelial growth factor agents.
Ophthalmology (Rochester, Minn.) · 2011
218
cited
Intermittent and chronic ultraviolet light exposure and uveal melanoma: a meta-analysis.
Ophthalmology (Rochester, Minn.) · 2005
197
cited
Progression of Geographic Atrophy in Age-related Macular Degeneration: AREDS2 Report Number 16.
Ophthalmology (Rochester, Minn.) · 2018
185
cited
Aflibercept for exudative AMD with persistent fluid on ranibizumab and/or bevacizumab
British Journal of Ophthalmology · 2013
159
cited
Treatment of acute retinal necrosis.
Ophthalmology (Rochester, Minn.) · 2010
155
cited
Postinjection Endophthalmitis Rates and Characteristics Following Intravitreal Bevacizumab, Ranibizumab, and Aflibercept.
American journal of ophthalmology-glaucoma · 2016
104
cited
Association Between Change in Visual Acuity and Change in Central Subfield Thickness During Treatment of Diabetic Macular Edema in Participants Randomized to Aflibercept, Bevacizumab, or Ranibizumab: A Post Hoc Analysis of the Protocol T Randomized Clinical Trial.
JAMA ophthalmology · 2019
100
cited
YAG Laser Vitreolysis vs Sham YAG Vitreolysis for Symptomatic Vitreous Floaters: A Randomized Clinical Trial
JAMA ophthalmology · 2017
87
cited
Retinal pigment epithelial tear after intravitreal bevacizumab injection.
American journal of ophthalmology-glaucoma · 2006
86
cited
Noninfectious inflammation after intravitreal injection of aflibercept: clinical characteristics and visual outcomes.
American journal of ophthalmology-glaucoma · 2014
84
cited
The Impact of Prefilled Syringes on Endophthalmitis Following Intravitreal Injection of Ranibizumab.
American journal of ophthalmology-glaucoma · 2019
74
cited
Expanded criteria for pneumatic retinopexy and potential cost savings.
Ophthalmology (Rochester, Minn.) · 2014
64
cited
Vascular endothelial growth factor and diabetic macular edema.
Survey of ophthalmology · 2016
61
cited
The association of cutaneous and iris nevi with uveal melanoma: a meta-analysis.
Ophthalmology (Rochester, Minn.) · 2009
59
cited
Extremely discordant sib-pair study design to determine risk factors for neovascular age-related macular degeneration.
A M A Archives of Ophthalmology · 2004
58
cited
Rapid Grading of Fundus Photographs for Diabetic Retinopathy Using Crowdsourcing
Journal of Medical Internet Research · 2014
58
cited
Short-Term Outcomes of 25-Gauge Vitrectomy With Silicone Oil for Repair of Complicated Retinal Detachment
Retina · 2008
58
cited
Incidence and clinical features of post-injection endophthalmitis according to diagnosis
British Journal of Ophthalmology · 2015
57
cited
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