most citedImprove Model Generalization and Robustness to Dataset Bias with Bias-regularized Learning and Domain-guided Augmentation

7 citations · 7 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2021

TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation

Yundong Zhang, Huiye Liu, Qiang Hu

Medical image segmentation - the prerequisite of numerous clinical needs - has been significantly prospered by recent advances in convolutional neural networks (CNNs). However, it…

eess.IV2019★ 7 cited

Improve Model Generalization and Robustness to Dataset Bias with Bias-regularized Learning and Domain-guided Augmentation

Yundong Zhang, Hang Wu, Huiye Liu +2

Deep Learning has thrived on the emergence of biomedical big data. However, medical datasets acquired at different institutions have inherent bias caused by various confounding fac…