Conference Proceedings

User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation

Ashwin Raju, Zhanghexuan Ji, Chi Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHung Liao, Adam P Harrison, "User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2020.

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Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network

Chun-Hung Chao, Zhuotun Zhu, Dazhou Guo, Ke Yan, Tsung-Ying Ho, Jinzheng Cai, Adam P Harrison, Xianghua Ye, Jing Xiao, Alan Yuille, Min Sun, Le Lu, Dakai Jin, "Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2020.

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Learning to Segment Anatomical Structures Accurately from One Exemplar

Yuhang Lu, Weijian Li, Kang Zheng, Yirui Wang, Adam P Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao, "Learning to Segment Anatomical Structures Accurately from One Exemplar." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2020.

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Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Ashwin Raju, Chi-Tung Cheng, Yunakai Huo, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHuang Liao, Adam P Harrison, "Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation." In the proceedings of European Conference on Computer Vision, 2020.

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AUTOMATIC HEPATOCELLULAR CARCINOMA DETECTION IN NON-CONTRAST AND VENOUS COMPUTED TOMOGRAPHY OF CIRRHOTIC PATIENTS-A THREE DIMENSIONAL DEEP LEARNING BASED APPROACH

Wei Teng, Chi-Tung Cheng, Jinzheng Cai, Yu-Chao Wang, Le Lu, Chun-Nan Yeh, Chun-Yen Lin, Wei-Chen Lee, Ta-Sen Yeh, Adam P Harrison, Chien-Hung Liao, "AUTOMATIC HEPATOCELLULAR CARCINOMA DETECTION IN NON-CONTRAST AND VENOUS COMPUTED TOMOGRAPHY OF CIRRHOTIC PATIENTS-A THREE DIMENSIONAL DEEP LEARNING BASED APPROACH." In the proceedings of HEPATOLOGY, 2020.

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Deep lesion graphs in the wild: relationship learning and organization of significant radiology image findings in a diverse large-scale lesion database

Ke Yan, Xiaosong Wang, Le Lu, Ling Zhang, Adam P Harrison, Mohammadhadi Bagheri, Ronald M Summers, "Deep lesion graphs in the wild: relationship learning and organization of significant radiology image findings in a diverse large-scale lesion database." In the proceedings of Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018.

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Accurate weakly-supervised deep lesion segmentation using large-scale clinical annotations: Slice-propagated 3d mask generation from 2d recist

Jinzheng Cai, Youbao Tang, Le Lu, Adam P Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M Summers, "Accurate weakly-supervised deep lesion segmentation using large-scale clinical annotations: Slice-propagated 3d mask generation from 2d recist." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2018.

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