A Lifelong Learning Approach to Brain MR Segmentation Across Scanners
and Protocols

A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols

25 May 2018

Christian F. Baumgartner

Papers citing "A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols"

17 / 17 papers shown

Title
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 29 11 0 03 Jan 2023
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening Kang Li Lequan Yu Pheng-Ann Heng CLL 24 22 0 09 Nov 2022
Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation Brennan Nichyporuk Jillian Cardinell Justin Szeto Raghav Mehta J. Falet Douglas L. Arnold Sotirios A. Tsaftaris Tal Arbel 16 7 0 31 Oct 2022
Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts Camila González Amin Ranem Ahmed Othman Anirban Mukhopadhyay OOD 13 7 0 05 Aug 2022
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation Chenyu You Jinlin Xiang Kun Su Xiaoran Zhang Siyuan Dong J. Onofrey Lawrence H. Staib James S. Duncan CLL 20 51 0 03 Jun 2022
SynthStrip: Skull-Stripping for Any Brain Image Andrew Hoopes Jocelyn S. Mora Adrian V. Dalca Bruce Fischl Malte Hoffmann 13 210 0 18 Mar 2022
Discriminative Distillation to Reduce Class Confusion in Continual Learning Changhong Zhong Z. Cui Ruixuan Wang Weishi Zheng 18 1 0 11 Aug 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 26 528 0 18 Feb 2021
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI Peter M. Full Fabian Isensee Paul F. Jäger Klaus Maier-Hein OOD 20 43 0 15 Nov 2020
Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains Quande Liu Qi Dou Pheng-Ann Heng OOD 20 192 0 04 Jul 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian V. Dalca Juan Eugenio Iglesias 13 35 0 21 Apr 2020
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data Quande Liu Qi Dou Lequan Yu Pheng Ann Heng OOD 66 274 0 09 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 13 310 0 06 Feb 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 21 172 0 06 Jan 2020
3D U $^2$ -Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Chao Huang Hu Han Qingsong Yao Shankuan Zhu S. Kevin Zhou OOD SSeg 27 71 0 04 Sep 2019
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation Amod Jog Andrew Hoopes Douglas N. Greve Koen van Leemput Bruce Fischl OOD 8 34 0 17 Jan 2019
Towards continual learning in medical imaging Chaitanya Baweja Ben Glocker Konstantinos Kamnitsas CLL 13 56 0 06 Nov 2018