Search Results for author: Winnie Chiu Wing Chu

Found 3 papers, 2 papers with code

Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration

1 code implementation14 Aug 2024 Xiaogen Zhou, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou

With a channel-wise semantic consistency loss, our framework ensures alignment of modality-independent information from a feature-wise perspective across modalities, thereby fortifying it against misalignments in multimodal scenarios.

Image Segmentation Medical Image Segmentation +2

An Uncertainty Aided Framework for Learning based Liver $T_1ρ$ Mapping and Analysis

no code implementations6 Jul 2023 Chaoxing Huang, Vincent Wai Sun Wong, Queenie Chan, Winnie Chiu Wing Chu, Weitian Chen

Approach: To address this need, we propose a parametric map refinement approach for learning-based $T_1\rho$ mapping and train the model in a probabilistic way to model the uncertainty.

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