Studying Robustness of Semantic Segmentation under Domain Shift in
cardiac MRI

Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI

15 November 2020

Paul F. Jäger

Klaus Maier-Hein

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Papers citing "Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI"

5 / 5 papers shown

Title
Improving the generalizability of convolutional neural network-based segmentation on CMR images Chen Chen Wenjia Bai R. Davies A. Bhuva C. Manisty ... S. Petersen E. Lukaschuk Stefan K. Piechnik S. Neubauer Daniel Rueckert 67 120 0 02 Jul 2019
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 85 1,179 0 02 Jul 2018
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 150 610 0 01 Jun 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 119 784 0 30 May 2018
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols Neerav Karani K. Chaitanya Christian F. Baumgartner E. Konukoglu 77 119 0 25 May 2018

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