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2204.04746
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CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
10 April 2022
C. Nwoye
Deepak Alapatt
Tong Yu
Armine Vardazaryan
Fangfang Xia
Zixu Zhao
Tong Xia
F. Jia
Yuxuan Yang
Hao Wang
De-Shuai Yu
G. Zheng
Xiaotian Duan
N. Getty
Ricardo Sánchez-Matilla
M. Robu
Li Zhang
Huabin Chen
Jiacheng Wang
Liansheng Wang
Bokai Zhang
Beerend G. A. Gerats
Sista Raviteja
R. Sathish
Haoyu Wang
Satoshi Kondo
Winnie Pang
Hongliang Ren
J. Abbing
Mohammad Hasan Sarhan
S. Bodenstedt
Nithya Bhasker
Bruno Oliveira
Helena R. Torres
Liping Ling
Finn Gaida
Tobias Czempiel
Joao L. Vilacca
Pedro Morais
Jaime C. Fonseca
R. Egging
I. N. Wijma
Chao Qian
G. Bian
Zhen Li
Velmurugan Balasubramanian
Debdoot Sheet
Imanol Luengo
Yuanbo Zhu
Shuai Ding
Jakob-Anton Aschenbrenner
Nicolas Elini van der Kar
Mengya Xu
Mobarakol Islam
Lalithkumar Seenivasan
Alexander C. Jenke
Danail Stoyanov
Didier Mutter
Pietro Mascagni
B. Seeliger
Cristians Gonzalez
N. Padoy
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Papers citing
"CholecTriplet2021: A benchmark challenge for surgical action triplet recognition"
35 / 35 papers shown
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25 Sep 2025
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J. Eckhoff
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Yutong Ban
J. Mazellier
...
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Daniel A. Hashimoto
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N. Padoy
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21 Sep 2025
Affordance-Based Disambiguation of Surgical Instructions for Collaborative Robot-Assisted Surgery
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MEJO: MLLM-Engaged Surgical Triplet Recognition via Inter- and Intra-Task Joint Optimization
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Yuchen Yuan
Y. Zheng
Jialun Pei
Jinpeng Li
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Ge Liu
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16 Sep 2025
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation
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Charlie Budd
Oluwatosin O. Alabi
Miaojing Shi
Tom Vercauteren
253
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25 Jul 2025
DARIL: When Imitation Learning outperforms Reinforcement Learning in Surgical Action Planning
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Harry Robertshaw
Thomas C. Booth
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Alejandro Granados
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218
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ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
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Zhixi Li
Cheng Xu
Alex Qinyang Liu
Ruize Cui
Xuemiao Xu
J. Teoh
Shengfeng He
Jing Qin
284
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01 Jun 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance
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O. Meireles
Guy Rosman
Daniela Rus
196
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16 May 2025
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos
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M S Mekala
Eyad Elyan
MedIm
893
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26 Apr 2025
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Songtao Jiang
Yuan Wang
Sibo Song
Yanzhe Zhang
Zijie Meng
Bohan Lei
Jian Wu
Jimeng Sun
Zuozhu Liu
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20 Apr 2025
GP-VLS: A general-purpose vision language model for surgery
Samuel Schmidgall
Joseph Cho
C. Zakka
W. Hiesinger
LM&MA
336
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27 Jul 2024
Surgical Triplet Recognition via Diffusion Model
Daochang Liu
Axel Hu
Mubarak Shah
Chang Xu
MedIm
284
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19 Jun 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification
Image and Vision Computing (IVC), 2024
Ana Davila
Jacinto Colan
Yasuhisa Hasegawa
179
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14 Jun 2024
VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons
Zhen Chen
Xingjian Luo
Jinlin Wu
Danny Tat Ming Chan
Zhen Lei
Jinqiao Wang
Sebastien Ourselin
Hongbin Liu
204
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14 May 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
269
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03 Feb 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review
Oluwatosin O. Alabi
Tom Vercauteren
Miaojing Shi
293
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16 Jan 2024
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning
Aditya Murali
Deepak Alapatt
Pietro Mascagni
Armine Vardazaryan
Alain Garcia
Nariaki Okamoto
Didier Mutter
N. Padoy
MedIm
208
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11 Dec 2023
A Framework For Automated Dissection Along Tissue Boundary
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Leonardo Borgioli
Milos Zefran
Liaohai Chen
P. Giulianotti
211
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Surgical Tattoos in Infrared: A Dataset for Quantifying Tissue Tracking and Mapping
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Adam Schmidt
Omid Mohareri
S. DiMaio
Septimiu E. Salcudean
234
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28 Sep 2023
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Zongyu Li
Ian Reyes
H. Alemzadeh
213
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24 Aug 2023
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Saurav Sharma
C. Nwoye
Didier Mutter
N. Padoy
188
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18 Jul 2023
Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition using Kinematic Data
IEEE Robotics and Automation Letters (RA-L), 2023
Kay Hutchinson
Ian Reyes
Zongyu Li
H. Alemzadeh
209
8
0
28 Jun 2023
Self-distillation for surgical action recognition
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Amine Yamlahi
T. Tran
Patrick Godau
Melanie Schellenberg
Dominik Michael
...
T. Adler
M. Tizabi
C. Nwoye
N. Padoy
Lena Maier-Hein
273
18
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22 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
252
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13 Feb 2023
MURPHY: Relations Matter in Surgical Workflow Analysis
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Y. Liu
Qiyuan Wang
Dai Sun
Rong Liu
S.Kevin Zhou
197
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Biomedical image analysis competitions: The state of current participation practice
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Annika Reinke
V. Weru
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Baosheng Zou
Klaus Maier-Hein
Paul F. Jäger
A. Kopp-Schneider
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152
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Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge
Aneeq Zia
Kiran D. Bhattacharyya
Xi Liu
Ziheng Wang
Max Berniker
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E. Mazomenos
Lena Maier-Hein
Danail Stoyanov
Stefanie Speidel
A. Jarc
115
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08 Dec 2022
Latent Graph Representations for Critical View of Safety Assessment
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Aditya Murali
Deepak Alapatt
Pietro Mascagni
Armine Vardazaryan
Alain Garcia
Nariaki Okamoto
Didier Mutter
N. Padoy
MedIm
446
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08 Dec 2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022
Saurav Sharma
C. Nwoye
Didier Mutter
N. Padoy
227
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30 Nov 2022
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022
Kay Hutchinson
Ian Reyes
Zongyu Li
H. Alemzadeh
501
8
0
14 Sep 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Sanat Ramesh
V. Srivastav
Deepak Alapatt
Tong Yu
Aditya Murali
...
Saurav Sharma
A. Fleurentin
Georgios Exarchakis
Alexandros Karargyris
N. Padoy
514
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01 Jul 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
C. Nwoye
N. Padoy
207
27
0
11 Apr 2022
Concept Graph Neural Networks for Surgical Video Understanding
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Yutong Ban
J. Eckhoff
Thomas M. Ward
Daniel A. Hashimoto
O. Meireles
Daniela Rus
Guy Rosman
NAI
231
30
0
27 Feb 2022
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