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Federated Cross Learning for Medical Image Segmentation


Apr 05, 2022
Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia

* 10 pages, 4 figures 

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SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection


Oct 07, 2021
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia

* 10 pages, 5 figures, accepted by MLMI 2021 

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A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning


Sep 11, 2021
Deqiang Xiao, Hannah Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guofang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia

* The 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 

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Calculating the Midsagittal Plane for Symmetrical Bilateral Shapes: Applications to Clinical Facial Surgical Planning


Mar 11, 2018
Aarti Jajoo, Matthew Nicol, Jaime Gateno, Ken-Chung Chen, Zhen Tang, Tasadduk Chowdhury, Jainfu Li, Steve Goufang Shen, James J. Xia


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