Domain generalization of deep networks for medical image segmentation via meta learning-Reference-Cited by-同舟云学术

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Domain generalization of deep networks for medical image segmentation via meta learning

Published:2023 Issue: Volume: Page:117-139
ISSN:
Container-title:Meta Learning With Medical Imaging and Health Informatics Applications
language:
Short-container-title:

Author:

Liu Quande,Dou Qi,Chen Cheng,Heng Pheng-Ann

Publisher

Elsevier

Reference56 articles.

1. Scanner invariant multiple sclerosis lesion segmentation from mri;Aslani,2020

2. Metareg: towards domain generalization using meta-regularization;Balaji,2018

3. Nci-isbi 2013 challenge: automated segmentation of prostate structures;Bloch;The Cancer Imaging Archive,2015

4. Domain generalization by solving jigsaw puzzles;Carlucci,2019

5. Synthetic learning: learn from distributed asynchronized discriminator gan without sharing medical image data;Chang,2020

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1. Self-supervised Learning based on Domain Interpolation for Histopathological Image Analysis;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

2. An Empirical Study of Meta Learning for Medical Image Segmentation with Transfer Learning;2024 2nd International Conference on Disruptive Technologies (ICDT);2024-03-15

3. BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation;IEEE Open Journal of Engineering in Medicine and Biology;2024

4. Can Data from One Medical Center be Enough to Generalize Lung Ultrasound Pattern Classification? A Multi-Center Domain Generalization Study;2023 IEEE International Ultrasonics Symposium (IUS);2023-09-03

5. Detection of autism spectrum disorder (ASD) in children and adults using machine learning;Scientific Reports;2023-06-13

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