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Style Curriculum Learning for Robust Medical Image Segmentation

Aug 01, 2021
Zhendong Liu, Van Manh, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor Campello, Nishant Ravikumar, Alejandro F Frangi, Dong Ni

* Accepted by MICCAI-2021 

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A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions

Jul 20, 2021
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Diaz, Karim Lekadir

* 64 pages, v1, preprint submitted to Elsevier, Oliver Diaz and Karim Lekadir contributed equally to this work 

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Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease

Jul 07, 2021
Akis Linardos, Kaisar Kushibar, Sean Walsh, Polyxeni Gkontra, Karim Lekadir

* Code used in this study can be found in: 

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A radiomics approach to analyze cardiac alterations in hypertension

Jul 21, 2020
Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Angel Gonzalez Ballester, Karim Lekadir

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Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

Jun 22, 2020
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Victor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant RaviKumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li

* 14 pages 

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A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI

Sep 25, 2019
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel-Angel Gonzalez Ballester, Karim Lekadir

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Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI

Sep 03, 2019
Víctor M. Campello, Carlos Martín-Isla, Cristian Izquierdo, Steffen E. Petersen, Miguel A. González Ballester, Karim Lekadir

* 10 pages; Accepted to MS-CMRSeg Challenge (STACOM 2019) 

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