Assistant Professor in BME&ECE. Surgical AI, Medical Image Computing, Machine Learning
TMRNet. [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video
67MTRCNet-CL. [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Surgical Workflow and Skill Analysis Challenge
49Reading-for-Surgical-Vision. Reading list and publicly available datasets for surgical vision
41SV-RCNet. [TMI'18] Workflow Recognition from Surgical Videos using Recurrent Convolutional Network, winner algorithm at MICCAI'16 M2CAI challenge
31STswinCL. [TMI'22]Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation
24Trans-SVNet_Journal. [IJCARS'22]Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis, 1st Prize of Best Paper Award of IJCARS-MICCAI 2021
16Semi-InstruSeg. [MICCAI'20] Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video
1MF-TAPNet. [2019 MICCAI]Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
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