Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets

10 July 2020

Papers citing "Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets"

45 / 45 papers shown

Title
Large-scale Self-supervised Video Foundation Model for Intelligent Surgery Shu Yang F. Zhou Leon D. Mayer Fuxiang Huang Yiliang Chen ... Zheng Li Jing Qin J. Teoh Lena Maier-Hein Hao-tao Chen 72 0 0 03 Jun 2025
ProstaTD: A Large-scale Multi-source Dataset for Structured Surgical Triplet Detection Yiliang Chen Zhixi Li Cheng Xu Alex Qinyang Liu Xuemiao Xu J. Teoh Shengfeng He Jing Qin 38 0 0 01 Jun 2025
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ege Özsoy Arda Mamur Felix Tristram Chantal Pellegrini Magdalena Wysocki Benjamin Busam Nassir Navab 22 0 0 30 May 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance Lianhao Yin O. Meireles Guy Rosman Daniela Rus 16 0 0 16 May 2025
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. Garcia-Peraza-Herrera MedIm 79 1 0 25 Mar 2025
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments Ege Özsoy Chantal Pellegrini Tobias Czempiel Felix Tristram Kun Yuan David Bani-Harouni U. Eck Benjamin Busam Matthias Keicher Nassir Navab 123 4 0 04 Mar 2025
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding Luoying Hao Yan Hu Yang Yue Li Wu Huazhu Fu Jinming Duan Jiang Liu 95 0 0 24 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 145 0 0 24 Feb 2025
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data Jiajie Li Brian R Quaranto Chenhui Xu Ishan Mishra Ruiyang Qin Dancheng Liu Peter C W Kim Jinjun Xiong 178 0 0 25 Jan 2025
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 172 0 0 12 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 101 3 0 03 Nov 2024
VISAGE: Video Synthesis using Action Graphs for Surgery Yousef Yeganeh Rachmadio Lazuardi Amir Shamseddin Emine Dari Yash Thirani Nassir Navab Azade Farshad MedIm 42 3 0 23 Oct 2024
Leveraging Surgical Activity Grammar for Primary Intention Prediction in Laparoscopy Procedures Jie Zhang Song Zhou Yiwei Wang Chidan Wan Huan Zhao Xiong Cai Han Ding 107 0 0 29 Sep 2024
Surgical Text-to-Image Generation C. Nwoye Rupak Bose K. Elgohary Lorenzo Arboit Giorgio Carlino Joël L. Lavanchy Pietro Mascagni N. Padoy MedIm 138 4 0 12 Jul 2024
Surgical Triplet Recognition via Diffusion Model Daochang Liu Axel Hu Mubarak Shah Chang Xu MedIm 68 0 0 19 Jun 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding Ming Hu Peng Xia Lin Wang Siyuan Yan Feilong Tang ... Xuelian Cheng Jun Cheng Chi Liu Kaijing Zhou Zongyuan Ge 98 21 0 11 Jun 2024
Instrument-tissue Interaction Detection Framework for Surgical Video Understanding Wenjun Lin Yan Hu Huazhu Fu Mingming Yang Chin-Boon Chng Ryo Kawasaki Cheekong Chui Jiang-Dong Liu 121 3 0 30 Mar 2024
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models Fiona R. Kolbinger Jiangpeng He Jinge Ma Fengqing Zhu 70 2 0 25 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 119 3 0 03 Feb 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 91 13 0 20 Jan 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Vercauteren Miaojing Shi 71 1 0 16 Jan 2024
Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery Joël L. Lavanchy Sanat Ramesh Diego DallÁlba Cristians Gonzalez Paolo Fiorini Beat Muller-Stich Philipp C. Nett J. Marescaux Didier Mutter N. Padoy 62 17 0 18 Dec 2023
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools C. Nwoye K. Elgohary Anvita Srinivas Fauzan Zaid Joël L. Lavanchy N. Padoy 44 1 0 12 Dec 2023
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference Zongyu Li Ian Reyes H. Alemzadeh 59 2 0 24 Aug 2023
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions Saurav Sharma C. Nwoye Didier Mutter N. Padoy 64 13 0 18 Jul 2023
Whether and When does Endoscopy Domain Pretraining Make Sense? Dominik Batić Felix Holm Ege Özsoy Tobias Czempiel Nassir Navab 32 7 0 30 Mar 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms Ege Özsoy Tobias Czempiel Felix Holm Chantal Pellegrini Nassir Navab 80 9 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 102 9 0 22 Mar 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy MedIm 60 4 0 21 Feb 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 102 20 0 13 Feb 2023
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos Joël L. Lavanchy Armine Vardazaryan Pietro Mascagni AI4SafeChole Consortium Didier Mutter N. Padoy 57 9 0 17 Jan 2023
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Y. Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 67 5 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 83 35 0 08 Dec 2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition Saurav Sharma C. Nwoye Didier Mutter N. Padoy 84 22 0 30 Nov 2022
Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding Lalithkumar Seenivasan Mobarakol Islam Mengya Xu C. Lim Hongliang Ren 55 4 0 28 Nov 2022
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness Ya-Hsin Cheng Lihao Liu Shujun Wang Yueming Jin Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 62 7 0 18 Sep 2022
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling Kay Hutchinson Ian Reyes Zongyu Li H. Alemzadeh 138 8 0 14 Sep 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 84 18 0 11 Apr 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition C. Nwoye Deepak Alapatt Tong Yu Armine Vardazaryan Fangfang Xia ... Didier Mutter Pietro Mascagni B. Seeliger Cristians Gonzalez N. Padoy 60 53 0 10 Apr 2022
Live Laparoscopic Video Retrieval with Compressed Uncertainty Tong Yu Pietro Mascagni J. Verde J. Marescaux Didier Mutter N. Padoy 66 7 0 08 Mar 2022
Concept Graph Neural Networks for Surgical Video Understanding Yutong Ban J. Eckhoff Thomas M. Ward Daniel A. Hashimoto O. Meireles Daniela Rus Guy Rosman NAI 84 18 0 27 Feb 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 62 35 0 16 Feb 2022
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 60 10 0 27 Dec 2021
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos C. Nwoye Tong Yu Cristians Gonzalez B. Seeliger Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 80 142 0 07 Sep 2021
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery Yutong Ban Guy Rosman J. Eckhoff Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 82 15 0 10 May 2021