Title
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding Luoying Hao Yan Hu Yang Yue Li Wu Huazhu Fu Jinming Duan Jiang Liu 68 0 0 24 Feb 2025
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 63 1 0 12 Nov 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 44 7 0 30 Sep 2024
Exploring the Effect of Dataset Diversity in Self-Supervised Learning for Surgical Computer Vision Tim J. M. Jaspers Ronald L.P.D. de Jong Yasmina Alkhalil Tijn Zeelenberg C. H. Kusters ... Franciscus Hendericus Aäron Bakker J P Ruurda Willem M. Brinkman Peter H. N. de With Fons van der Sommen 42 1 0 25 Jul 2024
A Large-scale Medical Visual Task Adaptation Benchmark Shentong Mo Xufang Luo Yansen Wang Dongsheng Li MedIm 32 1 0 19 Apr 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 34 2 0 30 Mar 2024
LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning Shentong Mo Yansen Wang Xufang Luo Dongsheng Li VLM 41 1 0 27 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 37 9 0 20 Jan 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Kamiel Magda Vercauteren Miaojing Shi 31 3 0 16 Jan 2024
Action Recognition in Video Recordings from Gynecologic Laparoscopy Sahar Nasirihaghighi Negin Ghamsarian Daniela Stefanics Klaus Schoeffmann Heinrich Husslein 16 5 0 30 Nov 2023
CPR-Coach: Recognizing Composite Error Actions based on Single-class Training Shunli Wang Qing Yu Shuai Wang Dingkang Yang Liuzhen Su Xiao Zhao Haopeng Kuang Pei Zhang Peng Zhai Lihua Zhang 33 3 0 21 Sep 2023
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions Saurav Sharma C. Nwoye Didier Mutter N. Padoy 22 12 0 18 Jul 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen N. T. Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 34 48 0 20 Jun 2023
Whether and When does Endoscopy Domain Pretraining Make Sense? Dominik Batić Felix Holm Ege Ozsoy Tobias Czempiel Nassir Navab 20 7 0 30 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 32 17 0 13 Feb 2023
Towards Holistic Surgical Scene Understanding Natalia Valderrama Paola Ruiz Puentes Isabela Hernández Nicolás Ayobi Mathilde Verlyck J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez 24 31 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 38 20 0 30 Nov 2022
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling Kay Hutchinson Ian Reyes Zongyu Li H. Alemzadeh 13 7 0 14 Sep 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 25 17 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 25 50 0 10 Apr 2022
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 31 127 0 07 Sep 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder Dinesh Jackson Samuel Fabio Cuzzolin 46 16 0 22 Apr 2021
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection Salman Khan Fabio Cuzzolin 3DPC 51 5 0 16 Apr 2021
Surgical Data Science -- from Concepts toward Clinical Translation Lena Maier-Hein Matthias Eisenmann Duygu Sarikaya Keno Marz Toby Collins ... D. Teber F. Uckert Beat P. Müller-Stich Pierre Jannin Stefanie Speidel AI4CE 25 224 0 30 Oct 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016
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