Cheng Chen

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

Quande Liu, Cheng Chen, Jing Qin et al. · 2021 · 501 citations

Computing, Computer Science, Health Informatics +10

Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

Cheng Chen, Qi Dou, Hao Chen et al. · IEEE Transactions on Medical Imaging · 2020 · 438 citations

Computing, Computer Science, Radiology +17

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

Qi Dou, Cheng Ouyang, Cheng Chen et al. · 2018 · 335 citations · Full text

Computing, Biomedical Engineering, Computer Science +13

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

Cheng Chen, Qi Dou, Hao Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 327 citations · Full text

Computing, Biomedical Engineering, Computer Science +16