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2204.05235
Cited By
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
11 April 2022
C. Nwoye
N. Padoy
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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
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