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Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture


Jan 05, 2021
Vikas Kumar Anand, Sanjeev Grampurohit, Pranav Aurangabadkar, Avinash Kori, Mahendra Khened, Raghavendra S Bhat, Ganapathy Krishnamurthi

* 11 pages, 4 Figures 

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Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability


Aug 14, 2020
Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi, Balaji Srinivasan


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Distangling Biological Noise in Cellular Images with a focus on Explainability


Jul 11, 2020
Manik Sharma, Ganapathy Krishnamurthi

* 13 Pages, 12 figures 

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Structurally aware bidirectional unpaired image to image translation between CT and MR


Jun 05, 2020
Vismay Agrawal, Avinash Kori, Vikas Kumar Anand, Ganapathy Krishnamurthi

* 9 pages, 4 figures 

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2018 Robotic Scene Segmentation Challenge


Feb 03, 2020
Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Felix Fuentes, Evangello Flouty, Ahmed Mohammed, Marius Pedersen, Avinash Kori, Varghese Alex, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Myeonghyeon Kim, Chanho Kim, Chaewon Kim, Hyejin Kim, Gyeongmin Lee, Ihsan Ullah, Miguel Luna, Sang Hyun Park, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel


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A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis


Jan 01, 2020
Mahendra Khened, Avinash Kori, Haran Rajkumar, Balaji Srinivasan, Ganapathy Krishnamurthi


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Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis


Sep 05, 2019
Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi


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Enhanced Optic Disk and Cup Segmentation with Glaucoma Screening from Fundus Images using Position encoded CNNs


Sep 14, 2018
Vismay Agrawal, Avinash Kori, Varghese Alex, Ganapathy Krishnamurthi

* 8 pages 

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Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers


Jan 16, 2018
Mahendra Khened, Varghese Alex Kollerathu, Ganapathy Krishnamurthi

* 59 Pages, 21 figures 

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Enhanced Image Classification With Data Augmentation Using Position Coordinates


Jan 05, 2018
Avinash Kori, Ganapathy Krishnamurthi, Balaji Srinivasan


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2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation


Jan 05, 2018
Krishna Chaitanya Kaluva, Mahendra Khened, Avinash Kori, Ganapathy Krishnamurthi


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Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis


Dec 06, 2017
Varghese Alex, Mohammed Safwan, Ganapathy Krishnamurthi

* 10 Pages, 6 Figures 

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Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation


Jan 10, 2017
Varghese Alex, Kiran Vaidhya, Subramaniam Thirunavukkarasu, Chandrasekharan Kesavdas, Ganapathy Krishnamurthi

* 11 Pages, 42 Images 

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