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RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG

Apr 17, 2020
Sricharan Vijayarangan, Vignesh R, Balamurali Murugesan, Preejith SP, Jayaraj Joseph, Mohansankar Sivaprakasam

* Accepted in EMBC 2020 

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Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification

Apr 11, 2020
Sricharan Vijayarangan, Balamurali Murugesan, Vignesh R, Preejith SP, Jayaraj Joseph, Mohansankar Sivaprakasam

* Accepted in EMBC 2020(EMBS) 

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KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow

Apr 11, 2020
Balamurali Murugesan, Sricharan Vijayarangan, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam

* Accepted in MIDL 2020. Code available 

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DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction

Jan 08, 2020
Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam

* Accepted in ISBI 2020 

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A context based deep learning approach for unbalanced medical image segmentation

Jan 08, 2020
Balamurali Murugesan, Kaushik Sarveswaran, Vijaya Raghavan S, Sharath M Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam

* Accepted in ISBI 2020 

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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

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Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction

Aug 25, 2019
Balamurali Murugesan, Vijaya Raghavan S, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam

* Accepted at MLMIR-MICCAIW 2019 

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Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation

Aug 14, 2019
Balamurali Murugesan, Kaushik Sarveswaran, Sharath M Shankaranarayana, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam

* Accepted in MLMI 2019 

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Deep Network for Capacitive ECG Denoising

Mar 29, 2019
Vignesh Ravichandran, Balamurali Murugesan, Sharath M Shankaranarayana, Keerthi Ram, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam

* Accepted IEEE MEMEA 2019 

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RespNet: A deep learning model for extraction of respiration from photoplethysmogram

Feb 20, 2019
Vignesh Ravichandran, Balamurali Murugesan, Vaishali Balakarthikeyan, Sharath M Shankaranarayana, Keerthi Ram, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam

* Under review at EMBC 

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Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation

Feb 18, 2019
Balamurali Murugesan, Kaushik Sarveswaran, Sharath M Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam

* Under Review at EMBC 2019 

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Joint shape learning and segmentation for medical images using a minimalistic deep network

Jan 25, 2019
Balamurali Murugesan, Kaushik Sarveswaran, Sharath M Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam

* Under review at MIDL 2019 

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