Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets

11 April 2022

Papers citing "Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets"

15 / 15 papers shown

Title
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections Max Kirchner Alexander C. Jenke S. Bodenstedt F. Kolbinger Oliver Saldanha Jakob N. Kather M. Wagner Stefanie Speidel FedML MedIm 59 0 0 23 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 41 0 0 25 Mar 2025
fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models Saurav Sharma Didier Mutter N. Padoy VLM MedIm 42 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
GP-VLS: A general-purpose vision language model for surgery Samuel Schmidgall Joseph Cho C. Zakka W. Hiesinger LM&MA 44 5 0 27 Jul 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
Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation Simeon Allmendinger Patrick Hemmer Moritz Queisner Igor Sauer Leopold Muller Johannes Jakubik Michael Vossing Niklas Kühl MedIm 19 6 0 05 Dec 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
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
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
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 6 7 0 18 Sep 2022
Know your sensORs -- A Modality Study For Surgical Action Classification Lennart Bastian Tobias Czempiel C. Heiliger K. Karcz U. Eck Benjamin Busam Nassir Navab 18 4 0 16 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 16 17 0 27 Feb 2022
Robust Medical Instrument Segmentation Challenge 2019 T. Ross Annika Reinke Peter M. Full M. Wagner H. Kenngott ... Lei Zhu Manuel Wiesenfarth A. Kopp-Schneider Beat P. Müller-Stich Lena Maier-Hein 46 43 0 23 Mar 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 168 835 0 09 Feb 2016