Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer

17 March 2021

Pheng-Ann Heng

Papers citing "Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer"

50 / 60 papers shown

Title
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition Kaixiang Yang Xin Li Qiang Li Zhiwei Wang 48 0 0 13 Mar 2025
SurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence Chang Han Low Ziyue Wang Tianyi Zhang Zhitao Zeng Zhu Zhuo E. Mazomenos Yueming Jin LRM 46 1 0 13 Mar 2025
MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition Hao Ding Xu Lian Mathias Unberath 24 1 0 02 Mar 2025
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training Qingyao Tian Huai Liao Xinyan Huang Bingyu Yang Dongdong Lei Sebastien Ourselin Hongbin Liu Mamba 68 0 0 26 Feb 2025
SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference Zhen Chen Xingjian Luo Jinlin Wu Long Bai Zhen Lei Hongliang Ren Sebastien Ourselin Hongbin Liu 61 0 0 17 Feb 2025
Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin Representation Hao Ding Yuqian Zhang Hongchao Shu Xu Lian Ji Woong Kim Axel Krieger Mathias Unberath Ji Woong Kim Axel Krieger Mathias Unberath MedIm 45 0 0 26 Oct 2024
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition Shu Yang Zhiyuan Cai Luyang Luo Ning Ma Shuchang Xu Hao Chen 18 0 0 30 Sep 2024
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba Xiangning Zhang Jinnan Chen Qingwei Zhang Chengfeng Zhou Zhengjie Zhang XiaoBo Li Dahong Qian Mamba 22 0 0 18 Sep 2024
DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition Kaixiang Yang Qiang Li Zhiwei Wang 27 2 0 10 Sep 2024
$VidLPRO: A $\underline{Vid}$eo-$\underline{L}$anguage $\underline{P}$re-training Framework for $\underline{Ro}$botic and Laparoscopic Surgery$ VidLPRO: A $\underline{Vid}$ eo- $\underline{L}$ anguage $\underline{P}$ re-training Framework for $\underline{Ro}$ botic and Laparoscopic Surgery Mohammadmahdi Honarmand Muhammad Abdullah Jamal Omid Mohareri 58 1 0 07 Sep 2024
Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition Shu Yang Luyang Luo Qiong Wang Hao Chen MedIm 25 9 0 07 Aug 2024
MuST: Multi-Scale Transformers for Surgical Phase Recognition Alejandra Pérez Santiago Rodríguez Nicolás Ayobi Nicolás Aparicio Eugénie Dessevres Pablo Arbelaez MedIm 16 1 0 24 Jul 2024
SR-Mamba: Effective Surgical Phase Recognition with State Space Model Rui Cao Jiangliu Wang Yun-hui Liu Mamba 19 1 0 11 Jul 2024
SEDMamba: Enhancing Selective State Space Modelling with Bottleneck Mechanism and Fine-to-Coarse Temporal Fusion for Efficient Error Detection in Robot-Assisted Surgery Jialang Xu Nazir Sirajudeen M. Boal Nader K Francis Danail Stoyanov E. Mazomenos Mamba 23 2 0 22 Jun 2024
EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos Ryoske Fujii Masashi Hatano Hideo Saito Hiroki Kajita 31 5 0 30 May 2024
ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy Soumyadeep Chandra Sayeed Shafayet Chowdhury Courtney Yong Chandru P. Sundaram Kaushik Roy 19 0 0 04 May 2024
Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms Diandian Guo Manxi Lin Jialun Pei He Tang Yueming Jin Pheng-Ann Heng 24 1 0 14 Apr 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning Maxence Boels Yang Liu Prokar Dasgupta Alejandro Granados Sebastien Ourselin 30 1 0 10 Mar 2024
Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery Lianhao Yin Yutong Ban J. Eckhoff O. Meireles Daniela Rus Guy Rosman 39 1 0 03 Feb 2024
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition Bokai Zhang Jiayuan Meng Bin Cheng Dean Biskup Svetlana Petculescu Angela Chapman ViT MedIm 21 0 0 22 Jan 2024
Pixel-Wise Recognition for Holistic Surgical Scene Understanding Nicolás Ayobi Santiago Rodríguez Alejandra Pérez Isabela Hernández Nicolás Aparicio ... Sebastián Pena J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez ViT MedIm 26 9 0 20 Jan 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge Dimitrios Psychogyios Emanuele Colleoni Beatrice van Amsterdam Chih-Yang Li Shu-Yu Huang ... Santiago Rodriguez Juanita Puentes Pablo Arbelaez Omid Mohareri Danail Stoyanov 38 24 0 31 Dec 2023
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 28 7 0 11 Dec 2023
Surgical Temporal Action-aware Network with Sequence Regularization for Phase Recognition Zhen Chen Yuhao Zhai Jun Zhang Jinqiao Wang 20 7 0 21 Nov 2023
SurgPLAN: Surgical Phase Localization Network for Phase Recognition Xingjian Luo You Pang Zhen Chen Jinlin Wu Zongmin Zhang Zhen Lei Hongbin Liu 15 8 0 16 Nov 2023
Dynamic Scene Graph Representation for Surgical Video Felix Holm Ghazal Ghazaei Tobias Czempiel Ege Ozsoy Stefan Saur Nassir Navab MedIm 14 13 0 25 Sep 2023
Phase-Specific Augmented Reality Guidance for Microscopic Cataract Surgery Using Long-Short Spatiotemporal Aggregation Transformer Puxun Tu Hongfei Ye Haochen Shi Jeff Young Meng Xie Peiquan Zhao Ce Zheng Xiaoyi Jiang Xiaojun Chen 8 1 0 11 Sep 2023
GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos Nisarg A. Shah S. Sikder S. Vedula Vishal M. Patel ViT MedIm 12 7 0 20 Jul 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Krell Stefanie Speidel 18 3 0 19 Jul 2023
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits Georgii Kostiuchik Lalith Sharan Benedikt Mayer I. Wolf B. Preim Sandy Engelhardt 22 4 0 29 Jun 2023
Self-Knowledge Distillation for Surgical Phase Recognition Jinglu Zhang S. Barbarisi A. Kadkhodamohammadi Danail Stoyanov Imanol Luengo 17 4 0 15 Jun 2023
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images Kubilay Can Demir Tobias Weise M. May Axel Schmid Andreas K. Maier Seung Hee Yang 24 1 0 25 May 2023
Metrics Matter in Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Speidel 25 8 0 23 May 2023
LoViT: Long Video Transformer for Surgical Phase Recognition Yang Liu Maxence Boels Luis C. García-Peraza-Herrera Tom Kamiel Magda Vercauteren P. Dasgupta Alejandro Granados Sebastien Ourselin 47 30 0 15 May 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms Ege Ozsoy Tobias Czempiel Felix Holm Chantal Pellegrini Nassir Navab 40 8 0 23 Mar 2023
Self-distillation for surgical action recognition Amine Yamlahi T. Tran Patrick Godau Melanie Schellenberg Dominik Michael ... T. Adler M. Tizabi C. Nwoye N. Padoy Lena Maier-Hein 33 7 0 22 Mar 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 30 17 0 13 Feb 2023
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Yanzhe Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 19 4 0 24 Dec 2022
Towards Holistic Surgical Scene Understanding Natalia Valderrama Paola Ruiz Puentes Isabela Hernández Nicolás Ayobi Mathilde Verlyck J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez 20 31 0 08 Dec 2022
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery Chang Shi Y. Zheng A. M. Fey MedIm 6 14 0 03 Dec 2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition Saurav Sharma C. Nwoye Didier Mutter N. Padoy 36 20 0 30 Nov 2022
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos Xiaoyang Zou Wenyong Liu Junchen Wang R. Tao G. Zheng MedIm 6 11 0 02 Sep 2022
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy Ziyi Wang Bo Lu Yonghao Long Fangxun Zhong T. Cheung Qi Dou Yunhui Liu 16 54 0 03 Aug 2022
Retrieval of surgical phase transitions using reinforcement learning Yitong Zhang Sophia Bano A. Page Jan Deprest Danail Stoyanov Francisco Vasconcelos 17 8 0 01 Aug 2022
Surgical Phase Recognition in Laparoscopic Cholecystectomy Yunfan Li V. Shenoy Prateek Prasanna I. Ramakrishnan Haibin Ling Himanshu Gupta MedIm 15 3 0 14 Jun 2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions Xinpeng Ding Ziwei Liu X. Li 25 13 0 19 May 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 19 17 0 11 Apr 2022
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation Yueming Jin Yang Yu Cheng Chen Zixu Zhao Pheng-Ann Heng Danail Stoyanov 19 39 0 29 Mar 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study Tobias Czempiel Aidean Sharghi Magdalini Paschali Nassir Navab Omid Mohareri 19 8 0 17 Mar 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 19 15 0 15 Mar 2022