LoViT: Long Video Transformer for Surgical Phase Recognition

15 May 2023

Yang Liu

Maxence Boels

Luis C. García-Peraza-Herrera

Tom Kamiel Magda Vercauteren

P. Dasgupta

Alejandro Granados

Sebastien Ourselin

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Papers citing "LoViT: Long Video Transformer for Surgical Phase Recognition"

25 / 25 papers shown

Title
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement Long Bai Boyi Ma Ruohan Wang Guankun Wang Beilei Cui ... Mobarakol Islam Zhe Min Jiewen Lai Nassir Navab Hongliang Ren 53 0 0 03 May 2025
Advancing Embodied Intelligence in Robotic-Assisted Endovascular Procedures: A Systematic Review of AI Solutions Tianliang Yao Bo Lu Markus Kowarschik Yixuan Yuan Hubin Zhao Sebastien Ourselin Kaspar Althoefer Junbo Ge Peng Qi 31 0 0 21 Apr 2025
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. García-Peraza-Herrera MedIm 46 0 0 25 Mar 2025
Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding David Gastager Ghazal Ghazaei Constantin Patsch 58 0 0 14 Mar 2025
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
Tracking-Aware Deformation Field Estimation for Non-rigid 3D Reconstruction in Robotic Surgeries Zeqing Wang Han Fang Yihong Xu Yutong Ban MedIm 63 0 0 04 Mar 2025
MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition Hao Ding Xu Lian Mathias Unberath 26 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 66 0 0 17 Feb 2025
STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video Models Zerui Wang Yan Liu 50 0 0 01 Nov 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 27 0 0 30 Sep 2024
DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition Kaixiang Yang Qiang Li Zhiwei Wang 42 2 0 10 Sep 2024
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resections with Pringle Maneuver Diandian Guo Weixin Si Zhixi Li Jialun Pei Pheng-Ann Heng 19 2 0 20 Aug 2024
Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition Shu Yang Luyang Luo Qiong Wang Hao Chen MedIm 41 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 29 1 0 24 Jul 2024
SR-Mamba: Effective Surgical Phase Recognition with State Space Model Rui Cao Jiangliu Wang Yun-hui Liu Mamba 29 1 0 11 Jul 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning Maxence Boels Yang Liu Prokar Dasgupta Alejandro Granados Sebastien Ourselin 43 1 0 10 Mar 2024
General surgery vision transformer: A video pre-trained foundation model for general surgery Samuel Schmidgall Ji Woong Kim Jeffery Jopling Axel Krieger ViT MedIm 36 5 0 09 Mar 2024
Is there progress in activity progress prediction? Frans de Boer J. C. V. Gemert J. Dijkstra S. Pintea 19 0 0 10 Aug 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Krell Stefanie Speidel 31 3 0 19 Jul 2023
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition Bokai Zhang Mohammad Hasan Sarhan Bharti Goel Svetlana Petculescu A. Ghanem 32 8 0 15 Jun 2023
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 24 16 0 15 Mar 2022
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,885 0 14 Dec 2020
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 840 0 09 Feb 2016