Hello! I'm fifth-year Ph.D. candidate at Tufts University. Prior to this, I earned my M.S. from New York University and my B.S. from Ohio State University. My research focuses on learning from limited labeled data, with a particular emphasis on healthcare.
External links:
News
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[Mar 2024] Paper accepted at CVPR'24
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[Jan 2024] Clinical Abstract accepted at ACC'24 (American College of Cardiology)
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Paper: Validation of System for Automated Screening for Aortic Stenosis
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Paper: Validation of System for Automated Screening for Aortic Stenosis
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[Aug 2023] Paper accepted at MLHC'23
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[Apr 2023] Outstanding Academic Scholarship Award
- Bestowed by Tufts University School of Engineering, 1 Ph.D. student per year.
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[Apr 2023] Paper selected for oral presentation at AISTATS'23 (top 2% of 1500 reviewed papers)
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[Jan 2023] Clinical journal publication on automated diagnosis of heart valve disease (Journal of the American Society of Echocardiography)
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Paper: Automated Detection of Aortic Stenosis Using Machine Learning
- Dr. Benjamin S. Wessler led the clinical aspect of the research.
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Paper: Automated Detection of Aortic Stenosis Using Machine Learning
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[Dec 2021] Paper accepted at NeurIPS'21 (Dataset&Benchmark)
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[Nov 2021] Journal publication on reducing false-positive biopsies in mammogram using deep neural networks (Journal of Digital Imaging)
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[Aug 2021] Paper accepted at MLHC'21
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[Nov 2021] Journal publication on breast cancer screening using deep neural networks (IEEE Trans Med Imaging)
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[May 2019] NYU Center for Data Science Best Capstone Award