Search Results for author: Mengke Sun

Found 3 papers, 1 papers with code

Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation

no code implementations8 Feb 2023 Pengbo Liu, Mengke Sun, S. Kevin Zhou

Objective and Impact Statement: Accurate organ segmentation is critical for many clinical applications at different clinical sites, which may have their specific application requirements that concern different organs.

Organ Segmentation Segmentation

Universal Segmentation of 33 Anatomies

no code implementations4 Mar 2022 Pengbo Liu, Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou

Firstly, while it is ideal to learn such a model from a large-scale, fully-annotated dataset, it is practically hard to curate such a dataset.

Image Segmentation Medical Image Segmentation +3

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