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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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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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Dynamic Regularizer with an Informative Prior

Oct 31, 2019
Avinash Kori, Manik Sharma


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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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Zero Shot Learning for Multi-Modal Real Time Image Registration

Aug 17, 2019
Avinash Kori, Ganapathi 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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Ensemble of Convolutional Neural Networks for Automatic Grading of Diabetic Retinopathy and Macular Edema

Sep 12, 2018
Avinash Kori, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Varghese Alex

* 5 pages 

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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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