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Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness


Sep 18, 2022
Yanqi Cheng, Lihao Liu, Shujun Wang, Yueming Jin, Carola-Bibiane Schönlieb, Angelica I. Aviles-Rivero


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Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations


Jul 20, 2022
Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng

* Accepted by IROS 2022 

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Personalizing Federated Medical Image Segmentation via Local Calibration


Jul 11, 2022
Jiacheng Wang, Yueming Jin, Liansheng Wang

* Accepted at ECCV 2022 

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Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation


Mar 29, 2022
Yueming Jin, Yang Yu, Cheng Chen, Zixu Zhao, Pheng-Ann Heng, Danail Stoyanov


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TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery


Feb 17, 2022
Zixu Zhao, Yueming Jin, Pheng-Ann Heng

* Accepted by ICRA 2022 

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Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network


Nov 08, 2021
Jiacheng Wang, Yueming Jin, Shuntian Cai, Hongzhi Xu, Pheng-Ann Heng, Jing Qin, Liansheng Wang


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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark


Sep 30, 2021
Martin Wagner, Beat-Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes G. Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt


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Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video


Sep 28, 2021
Jiacheng Wang, Yueming Jin, Liansheng Wang, Shuntian Cai, Pheng-Ann Heng, Jing Qin

* Medical Image Computing and Computer Assisted Intervention, 2021 

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Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning


Sep 28, 2021
Zixu Zhao, Yueming Jin, Pheng-Ann Heng

* Accepted by ICCV 2021 

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Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling


Sep 19, 2021
Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng

* Accepted to MICCAI 2021 

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