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Career

· Microsoft

Publications (9)

Automated detection of glaucoma with interpretable machine learning using clinical data and multi-modal retinal images
bioRxiv · 2020
94
cited
The Myria Big Data Management and Analytics System and Cloud Services
Conference on Innovative Data Systems Research · 2017
87
cited
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads
Proceedings of the VLDB Endowment · 2016
57
cited
Multilabel multiclass classification of OCT images augmented with age, gender and visual acuity data
bioRxiv · 2018
13
cited
Toward Sampling for Deep Learning Model Diagnosis
IEEE International Conference on Data Engineering · 2020
8
cited
Data-Driven, Feature-Agnostic Deep Learning vs Retinal Nerve Fiber Layer Thickness for the Diagnosis of Glaucoma.
JAMA ophthalmology · 2020
3
cited
Sampling for Deep Learning Model Diagnosis (Technical Report)
arXiv.org · 2020
2
cited
Large Scale Analytics on Scientific Image Data
2020
Reverse Engineering Design Decisions of Query Execution Engines CSE 544 / 550 : Project Report
2015
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