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Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video


Jul 06, 2020
Zixu Zhao, Yueming Jin, Xiaojie Gao, Qi Dou, Pheng-Ann Heng

* Accepted for MICCAI 2020 

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LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition


Apr 23, 2020
Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng

* Accepted as a conference paper in IPCAI 2020 

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Robust Medical Instrument Segmentation Challenge 2019


Mar 23, 2020
Tobias Ross, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo-Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtac, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Gutai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein

* A pre-print 

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Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion


Feb 22, 2020
Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng

* MICCAI 2019 

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Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search


Feb 20, 2020
Xiaojie Gao, Yueming Jin, Qi Dou, Pheng-Ann Heng

* Accepted as a conference paper in ICRA 2020 

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Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video


Jul 18, 2019
Yueming Jin, Keyun Cheng, Qi Dou, Pheng-Ann Heng

* Accepted by MICCAI 2019; Code is available in https://github.com/keyuncheng/MF-TAPNet 

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Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis


Jul 13, 2019
Yueming Jin, Huaxia Li, Qi Dou, Hao Chen, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng

* Minor Revision at Medical Image Analysis 

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Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning


Aug 13, 2017
Qi Dou, Hao Chen, Yueming Jin, Huangjing Lin, Jing Qin, Pheng-Ann Heng

* Accepted to MICCAI 2017 

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3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes


Jul 03, 2016
Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng

* Accepted to MICCAI 2016 

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