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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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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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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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