Towards Unified Surgical Skill Assessment

Computer Vision and Pattern Recognition (CVPR), 2021

2 June 2021

Papers citing "Towards Unified Surgical Skill Assessment"

32 / 32 papers shown

Title
Exploring Pre-training Across Domains for Few-Shot Surgical Skill Assessment Dimitrios Anastasiou Razvan Caramalau Nazir Sirajudeen M. Boal P. J. Eddie Edwards ... F. Mumtaz N. Pavithran Nader K Francis Danail Stoyanov E. Mazomenos 100 1 0 11 Sep 2025
SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding Zhen Chen Xingjian Luo Kun Yuan J. Wu Danny Tat Ming Chan Nassir Navab Hongbin Liu Zhen Lei Jiebo Luo 184 2 0 30 Aug 2025
Explainable AI for Automated User-specific Feedback in Surgical Skill Acquisition Catalina Gomez Lalithkumar Seenivasan Xinrui Zou Jeewoo Yoon Sirui Chu ... Yu-Chun Ku Jose L. Porras A. Martin-Gomez M. Ishii Mathias Unberath 44 0 0 04 Aug 2025
Leadership Assessment in Pediatric Intensive Care Unit Team Training Liangyang Ouyang Yuki Sakai Ryosuke Furuta Hisataka Nozawa Hikoro Matsui Yoichi Sato 388 1 0 30 May 2025
HuMoCon: Concept Discovery for Human Motion UnderstandingComputer Vision and Pattern Recognition (CVPR), 2025 Qihang Fang Chengcheng Tang Bugra Tekin Shugao Ma Yanchao Yang 182 1 0 27 May 2025
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery Ming Hu Zhendi Yu Feilong Tang Kaiwen Chen Yulong Li Imran Razzak Junjun He Tolga Birdal Kaijing Zhou Zongyuan Ge 262 0 0 23 May 2025
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery Videos Nathan Darjana Ryo Fujii Hideo Saito Hiroki Kajita 278 0 0 24 Mar 2025
End-to-End Deep Learning for Real-Time Neuroimaging-Based Assessment of Bimanual Motor Skills Aseem Subedi Rahul Rahul Lora Cavuoto Steven D. Schwaitzberg Matthew Hackett Jack Norfleet S. De 107 1 0 21 Mar 2025
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2025 Ege Özsoy Chantal Pellegrini Tobias Czempiel Felix Tristram Kun Yuan David Bani-Harouni U. Eck Benjamin Busam Matthias Keicher Nassir Navab 342 13 0 04 Mar 2025
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding Luoying Hao Yan Hu Yang Yue Li Wu Huazhu Fu Yanfu Zhang Jiang Liu 198 3 0 24 Feb 2025
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 384 0 0 14 Sep 2024
RICA2: Rubric-Informed, Calibrated Assessment of ActionsEuropean Conference on Computer Vision (ECCV), 2024 Abrar Majeedi Viswanatha Reddy Gajjala Satya Sai Srinath Namburi Gnvv Yin Li CML 416 11 0 04 Aug 2024
ExpertAF: Expert Actionable Feedback from VideoComputer Vision and Pattern Recognition (CVPR), 2024 Kumar Ashutosh Tushar Nagarajan Georgios Pavlakos Kris Kitani Kristen Grauman VGen 438 8 0 01 Aug 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 528 7 0 16 Jul 2024
ZEAL: Surgical Skill Assessment with Zero-shot Tool Inference Using Unified Foundation Model Satoshi Kondo 165 1 0 03 Jul 2024
Robust Surgical Phase Recognition From Annotation Efficient Supervision Or Rubin S. Laufer 219 0 0 26 Jun 2024
Surgical Triplet Recognition via Diffusion Model Daochang Liu Axel Hu Mubarak Shah Chang Xu MedIm 261 0 0 19 Jun 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real WorldComputer Vision and Pattern Recognition (CVPR), 2024 Yifei Huang Guo Chen Jilan Xu Mingfang Zhang Lijin Yang ... Hongjie Zhang Yi Liu Yali Wang Limin Wang Yu Qiao EgoV 384 82 0 24 Mar 2024
Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality Assessment Lauren Okamoto Paritosh Parmar 221 13 0 20 Mar 2024
Multimodal Action Quality Assessment Ling-an Zeng Wei-Shi Zheng 493 30 0 31 Jan 2024
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation Wenxi Yue Jing Zhang Kun Hu Qiuxia Wu Zongyuan Ge Yong Xia Jiebo Luo Zhiyong Wang 168 7 0 22 Dec 2023
PECoP: Parameter Efficient Continual Pretraining for Action Quality AssessmentIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Amirhossein Dadashzadeh Shuchao Duan Alan Whone Majid Mirmehdi 225 22 0 11 Nov 2023
Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Yuan-Ming Li Ling-an Zeng Jing-Ke Meng Wei-Shi Zheng 291 15 0 29 Sep 2023
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation Yang Liu Xiao-Yu Zhong Shiyao Zhai Zhicheng Du Zhenyuan Gao ... V. Pandey Sanyang Han Runming Wang Yuxing Han Peiwu Qin MedIm 258 8 0 31 Aug 2023
SurgicalSAM: Efficient Class Promptable Surgical Instrument SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Wenxi Yue Jing Zhang Kun Hu Yong-quan Xia Jiebo Luo Zhiyong Wang VLM MedIm 204 105 0 17 Aug 2023
Diffusion Action SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 257 99 0 31 Mar 2023
Using Hand Pose Estimation To Automate Open Surgery Training FeedbackInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022 Eddie Bkheet Anne-Lise D. D’Angelo Adam Goldbraikh S. Laufer 204 8 0 13 Nov 2022
Surgical Skill Assessment via Video Semantic AggregationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Zhenqiang Li Lin Gu Weimin Wang Ryosuke Nakamura Yoichi Sato 125 16 0 04 Aug 2022
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Yueming Jin Yang Yu Cheng Chen Zixu Zhao Pheng-Ann Heng Danail Stoyanov 195 47 0 29 Mar 2022
Domain Knowledge-Informed Self-Supervised Representations for Workout Form AssessmentEuropean Conference on Computer Vision (ECCV), 2022 Paritosh Parmar Amol Gharat Helge Rhodin 3DH SSL 158 28 0 28 Feb 2022
Subjective Functionality and Comfort Prediction for Apartment Floor Plans and Its Application to Intuitive Searches Taro Narahara T. Yamasaki 113 2 0 25 Feb 2022
Less is More: Surgical Phase Recognition from Timestamp SupervisionIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Xinpeng Ding Xinjian Yan Zixun Wang Wei Zhao Jian Zhuang Xiaowei Xu Xiaomeng Li MedIm 239 21 0 16 Feb 2022