Yueming JinPh.D.
Rm 1024, Ho Sin-Hang Engineering Building |
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I am currently a final year (2018-2019) Ph.D. student in the Department of Computer Science and Engineering, The Chinese University of Hong Kong, supervised by Prof. Pheng-Ann Heng and Prof. Chi-Wing Fu. Previously, I received the B. Eng degree from Biomedical Engineering in Northeastern University in 2015.
My research interests include medical image computing, surgical robotic vision, deep learning. I am dedicated to bringing deep learning for complex time-series medical data analysis, applied primarily to endoscopy and robotic surgery.
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Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video. Yueming Jin, Keyun Cheng, Qi Dou, Pheng-Ann Heng. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019. (Oral) |
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Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis. Yueming Jin, Huaxia Li, Qi Dou, Hao Chen, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng. Medical Image Analysis (MedIA), 2019. |
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Deep Learning Automation for Head and Neck Radiotherapy Planning in Nasopharynx Cancer. Li Lin, Qi Dou, Yueming Jin, Guanqun Zhou, Yiqiang Tang, Weilin Chen etc. Radiology, 2019. [paper] |
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SV-RCNet: Workflow Recognition from Surgical Videos using Recurrent Convolutional Network. Yueming Jin*, Qi Dou*, Hao Chen, Lequan Yu, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng. IEEE Transactions on Medical Imaging (TMI), 2018. |
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Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning. Qi Dou, Hao Chen, Yueming Jin, Huangjing Lin, Jing Qin, Pheng-Ann Heng. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2017. [paper] |
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3D Deeply Supervised Network for Automated Segmentation of Volumetric Medical Images. Qi Dou, Lequan Yu, Hao Chen, Yueming Jin, Xin Yang, Jing Qin, Pheng-Ann Heng. Medical Image Analysis (MedIA), 2017. (MedIA-MICCAI'17 Best Paper Award) |
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Reconfigurable Interlocking Furniture. Peng Song*, Chi-Wing Fu*, Yueming Jin, Hongfei Xu, Ligang Liu, Pheng-Ann Heng, Daniel Cohen-Or. ACM Transactions on Graphics (ACM TOG), SIGGRAPH Asia, 2017. |
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3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes. Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016. [paper] |
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Non-Local Sparse and Low-Rank Regularization for Structure-Preserving Image Smoothing. Lei Zhu, Chi-Wing Fu, Yueming Jin, Mingqiang Wei, Jing Qin, Pheng-Ann Heng. Computer Graphics Forum (special issue on Pacific Graphics), 2016. |
Hong Kong PhD Fellowship, 2015-2019 |
MedIA-MICCAI'17 Best Paper Award, 2017 |
Champion, Surgical Workflow Challenge (MICCAI M2CAI 2016) |
Teaching Assistant of Merit, 2016 |
Outstanding Graduates of Northeastern University, 2015 |
National Scholarship in China, 2013,2014 |
2015-2016 | Fall | ESTR2104 Digital Logic and Systems |
2015-2016 | Spring | CSCI2100 Data Structures |
2016-2017 | Fall | CSCI3260 Principles of Computer Graphics |
2016-2017 | Spring | CSCI2100 Data Structures |
2017-2018 | Fall | CSCI3260 Principles of Computer Graphics |