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A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms


Apr 24, 2020
Sarath Chandra K, Arunava Chakravarty, Nirmalya Ghosh, Tandra Sarkar, Ramanathan Sethuraman, Debdoot Sheet

* accepted in EMBC 2020, 4 pg+1 pg Supplementary 

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Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening


Apr 24, 2020
Arunava Chakravarty, Tandra Sarkar, Nirmalya Ghosh, Ramanathan Sethuraman, Debdoot Sheet

* accepted in EMBC 2020, 4pg+2pg Supplementary Material 

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A Systematic Search over Deep Convolutional Neural Network Architectures for Screening Chest Radiographs


Apr 24, 2020
Arka Mitra, Arunava Chakravarty, Nirmalya Ghosh, Tandra Sarkar, Ramanathan Sethuraman, Debdoot Sheet

* accepted in EMBC 2020, 4 pages+2 page Appendix 

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Adversarially Trained Convolutional Neural Networks for Semantic Segmentation of Ischaemic Stroke Lesion using Multisequence Magnetic Resonance Imaging


Aug 03, 2019
Rachana Sathish, Ronnie Rajan, Anusha Vupputuri, Nirmalya Ghosh, Debdoot Sheet


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Fully Convolutional Model for Variable Bit Length and Lossy High Density Compression of Mammograms


May 17, 2018
Aupendu Kar, Sri Phani Krishna Karri, Nirmalya Ghosh, Ramanathan Sethuraman, Debdoot Sheet

* 4 pages, 3 figures, To appear in Workshop on Learned Image Compression, CVPR 2018 

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Application of S-Transform on Hyper kurtosis based Modified Duo Histogram Equalized DIC images for Pre-cancer Detection


Apr 30, 2015
Sabyasachi Mukhopadhyay, Soham Mandal, Sawon Pratiher, Ritwik Barman, M. Venkatesh, Nirmalya Ghosh, Prasanta K. Panigrahi


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A comparative study between proposed Hyper Kurtosis based Modified Duo-Histogram Equalization (HKMDHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE) for Contrast Enhancement Purpose of Low Contrast Human Brain CT scan images


Apr 07, 2015
Sabyasachi Mukhopadhyay, Soham Mandal, Sawon Pratiher, Satyasaran Changdar, Ritwik Burman, Nirmalya Ghosh, Prasanta K. Panigrahi


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Wavelet based approach for tissue fractal parameter measurement: Pre cancer detection


Mar 21, 2015
Sabyasachi Mukhopadhyay, Nandan K. Das, Soham Mandal, Sawon Pratiher, Asish Mitra, Asima Pradhan, Nirmalya Ghosh, Prasanta K. Panigrahi


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Diagnosing Heterogeneous Dynamics for CT Scan Images of Human Brain in Wavelet and MFDFA domain


Mar 12, 2015
Sabyasachi Mukhopadhyay, Soham Mandal, Nandan K Das, Subhadip Dey, Asish Mitra, Nirmalya Ghosh, Prasanta K Panigrahi


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