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title
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Tarun Dutt
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2026-02-26 17:20:04
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Tarun Dutt Tarun Dutt I'm a research engineer and programmer in New York City, currently at NYU Langone Health. I work with Prof. Sumit Chopra and Dr. Yvonne Lui to bring machine learning tools closer to clinical translation. Email  /  Twitter  /  Google Scholar Research Machine learning and its applications in healthcare Towards Artifact Rejection in Microscopic Urinalysis Tarun Dutt , G.N.S Prasanna , T.R. Dastidar, Ananth Shreekumar Medical Imaging meets NeurIPS Workshop , NeurIPS , 2019 Developed and implemented robust deep convolutional neural net models to support the detection of unknown/unseen objects during prediction. Models were tested on a microscopic urine sample image dataset, where multiple artifacts present in the images were identified and rejected at test time, while also correctly classifying clinically significant objects. Techniques from the literature on open set recognition and out-of-distribution ...
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