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RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting


Oct 31, 2020
Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain

* Under Review in Proc. ICASSP 2021, June 06-11, 2021, Toronto, Ontario, Canada 

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Learning a Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution


Jan 18, 2019
Francis Tom, Himanshu Sharma, Dheeraj Mundhra, Tathagato Rai Dastidar, Debdoot Sheet

* To appear in the Proceedings of the 2019 IEEE International Symposium on Biomedical Imaging (ISBI 2019) 

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UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks


Jan 17, 2019
Debarghya China, Francis Tom, Sumanth Nandamuri, Aupendu Kar, Mukundhan Srinivasan, Pabitra Mitra, Debdoot Sheet

* To appear in the Proceedings of the 2019 IEEE International Symposium on Biomedical Imaging (ISBI 2019); First three authors contributed equally 

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Simulating Patho-realistic Ultrasound Images using Deep Generative Networks with Adversarial Learning


Jan 08, 2018
Francis Tom, Debdoot Sheet

* To appear in the Proceedings of the 2018 IEEE International Symposium on Biomedical Imaging (ISBI 2018) 

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