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Lung Segmentation and Nodule Detection in Computed Tomography Scan using a Convolutional Neural Network Trained Adversarially using Turing Test Loss


Jun 16, 2020
Rakshith Sathish, Rachana Sathish, Ramanathan Sethuraman, Debdoot Sheet

* Accepted at 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (2020) 

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Identification of Cervical Pathology using Adversarial Neural Networks


Apr 28, 2020
Abhilash Nandy, Rachana Sathish, Debdoot Sheet

* 9 pages, 10 images, 5th MedImage Workshop of 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 2018 

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IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report


Apr 26, 2020
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German I. Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou

* 9 pages, 11 figures, 3 tables, accepted into IEEE Robotics and Automation Magazine. arXiv admin note: text overlap with arXiv:1911.06487 

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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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CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation


Jan 17, 2020
A. Emre Kavur, N. Sinem Gezer, Mustafa Barış, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savaş Özkan, Bora Baydar, Dmitry Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde Bozdağı Akar, Gözde Ünal, Oğuz Dicle, M. Alper Selver

* 10 pages, 2 figures 

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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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Adversarially Trained Deep Neural Semantic Hashing Scheme for Subjective Search in Fashion Inventory


Jun 30, 2019
Saket Singh, Debdoot Sheet, Mithun Dasgupta

* The paper comprises of 8 Pages that contain 9 figures and 3 tables to support the work. The paper got accepted in the ACM's 25th KDD conference's workshop titled AI for fashion 

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Unit Impulse Response as an Explainer of Redundancy in a Deep Convolutional Neural Network


Jun 10, 2019
Rachana Sathish, Debdoot Sheet

* Workshop on Expalainable AI, CVPR 2019 

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Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos


May 25, 2019
Shanka Subhra Mondal, Rachana Sathish, Debdoot Sheet

* 15 pages, 8 figures, 5th MedImage Workshop of 11th Indian Conference on Computer Vision, Graphics and Image Processing, Hyderabad, India, 2018 

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Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy


Feb 07, 2019
Oindrila Saha, Rachana Sathish, Debdoot Sheet

* arXiv admin note: text overlap with arXiv:1511.00561 by other authors 

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Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks


Jan 21, 2019
Debarghya China, Pabitra Mitra, Debdoot Sheet

* ICVGIP MedImage 2016 

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SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound Volumes


Jan 21, 2019
Sumanth Nandamuri, Debarghya China, Pabitra Mitra, Debdoot Sheet

* Accepted in ISBI 2019 

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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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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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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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ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network


Jul 07, 2017
Abhijit Guha Roy, Sailesh Conjeti, Sri Phani Krishna Karri, Debdoot Sheet, Amin Katouzian, Christian Wachinger, Nassir Navab

* Accepted for Publication at Biomedical Optics Express 

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Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data


Jul 02, 2017
Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, Amin Katouzian, Nassir Navab, Christian Wachinger

* Accepted at MICCAI 2017 

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An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation


Feb 17, 2017
Pranav Kumar, S L Happy, Swarnadip Chatterjee, Debdoot Sheet, Aurobinda Routray

* IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES), 2016 
* 4 pages, 4 figures, Biomedical Engineering and Sciences (IECBES), 2016 IEEE EMBS Conference on. IEEE, 2016 

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Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography


Sep 19, 2016
Avisek Lahiri, Abhijit Guha Roy, Debdoot Sheet, Prabir Kumar Biswas

* Accepted as a conference paper at IEEE EMBC, 2016 

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DASA: Domain Adaptation in Stacked Autoencoders using Systematic Dropout


Mar 19, 2016
Abhijit Guha Roy, Debdoot Sheet

* Accepted at Asian Conference on Pattern Recognition 2015 

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Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images


Mar 15, 2016
Debapriya Maji, Anirban Santara, Pabitra Mitra, Debdoot Sheet


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Unsupervised Segmentation of Overlapping Cervical Cell Cytoplasm


May 21, 2015
S L Happy, Swarnadip Chatterjee, Debdoot Sheet

* 2 pages, 2 figures 

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