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1602.03012
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EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
9 February 2016
A. P. Twinanda
S. Shehata
Didier Mutter
J. Marescaux
M. de Mathelin
N. Padoy
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Papers citing
"EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos"
50 / 324 papers shown
Video-based Surgical Skills Assessment using Long term Tool Tracking
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Tong Yu
Aditya Murali
...
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A. Fleurentin
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Alexandros Karargyris
N. Padoy
514
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01 Jul 2022
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis
International Conference on Text, Speech and Dialogue (TSD), 2022
Kubilay Can Demir
M. May
A. Schmid
M. Uder
Katharina Breininger
Tobias Weise
Andreas Maier
Seung Hee Yang
79
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24 Jun 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer
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Lalithkumar Seenivasan
Mobarakol Islam
Adithya K. Krishna
Hongliang Ren
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261
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22 Jun 2022
Surgical Phase Recognition in Laparoscopic Cholecystectomy
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V. Shenoy
Prateek Prasanna
I. Ramakrishnan
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Himanshu Gupta
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153
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14 Jun 2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Xinpeng Ding
Ziwei Liu
Xuelong Li
199
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19 May 2022
An Empirical Study on Activity Recognition in Long Surgical Videos
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A. Mottaghi
Aidean Sharghi
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Omid Mohareri
292
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05 May 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
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N. Padoy
207
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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
155
75
0
10 Apr 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study
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Aidean Sharghi
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Omid Mohareri
287
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17 Mar 2022
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation
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Sergiy Zhuk
107
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Know your sensORs -- A Modality Study For Surgical Action Classification
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Tobias Czempiel
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K. Karcz
U. Eck
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Nassir Navab
199
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16 Mar 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis
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Isabel Funke
Stefanie Speidel
333
24
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15 Mar 2022
Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Hasan Kassem
Deepak Alapatt
Pietro Mascagni
AI4SafeChole Consortium
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N. Padoy
FedML
264
60
0
14 Mar 2022
Live Laparoscopic Video Retrieval with Compressed Uncertainty
Tong Yu
Pietro Mascagni
J. Verde
J. Marescaux
Didier Mutter
N. Padoy
247
9
0
08 Mar 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
Less is More: Surgical Phase Recognition from Timestamp Supervision
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Xinpeng Ding
Xinjian Yan
Zixun Wang
Wei Zhao
Jian Zhuang
Xiaowei Xu
Xiaomeng Li
MedIm
257
21
0
16 Feb 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation
Luca Sestini
Benoit Rosa
Elena De Momi
G. Ferrigno
N. Padoy
150
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PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?
Arnaud Huaulmé
Kanako Harada
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Bogyu Park
Seungbum Hong
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Yuto Ishikawa
Yuriko Harai
Satoshi Kondo
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178
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11 Feb 2022
A Neural Network based Framework for Effective Laparoscopic Video Quality Assessment
Zohaib Amjad Khan
Azeddine Beghdadi
M. Kaaniche
F. A. Cheikh
Osama Gharbi
MedIm
129
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09 Feb 2022
Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation
M. Oda
H. Itoh
Kiyohito Tanaka
H. Takabatake
M. Mori
H. Natori
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MDE
MedIm
130
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12 Jan 2022
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation
Deepak Alapatt
Pietro Mascagni
Armine Vardazaryan
Alain Garcia
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Didier Mutter
J. Marescaux
Guido Costamagna
B. Dallemagne
N. Padoy
167
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27 Dec 2021
A real-time spatiotemporal AI model analyzes skill in open surgical videos
E. Goodman
Krishna K. Patel
Yilun Zhang
William Locke
C. Kennedy
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Maren Downing
Hechang Chen
Jevin Z. Clark
G. Brat
Serena Yeung
132
25
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14 Dec 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Xinpeng Ding
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345
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22 Nov 2021
Video-based fully automatic assessment of open surgery suturing skills
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161
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26 Oct 2021
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Jihun Yoon
Jiwon Lee
Sung-Woo Heo
Hayeong Yu
Jayeon Lim
...
Seungbum Hong
Bokyung Park
Sunghyun Park
W. Hyung
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139
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24 Oct 2021
Rethinking Generalization Performance of Surgical Phase Recognition with Expert-Generated Annotations
Seungbum Hong
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Ahmed A. Alwusaibie
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W. Hyung
Min-Kook Choi
108
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Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction
Martin Huber
Sébastien Ourselin
Christos Bergeles
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209
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Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks
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72
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30 Sep 2021
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
M. Wagner
Beat-Peter Müller-Stich
A. Kisilenko
Duc Tran
P. Heger
...
M. Frankenberg
F. Mathis-Ullrich
Lena Maier-Hein
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S. Bodenstedt
189
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30 Sep 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos
International Conference on Neural Information Processing (ICONIP), 2021
Negin Ghamsarian
M. Taschwer
Doris Putzgruber-Adamitsch
Stephanie Sarny
Y. El-Shabrawi
Klaus Schoeffmann
157
11
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25 Sep 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
265
190
0
07 Sep 2021
Vision Transformer for femur fracture classification
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L. Tanzi
A. Audisio
G. Cirrincione
A. Aprato
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154
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A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images
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Constantinos Loukas
A. Gazis
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199
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Surgical Instruction Generation with Transformers
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Jinglu Zhang
Y. Nie
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151
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SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance
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159
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Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition
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Task Fingerprinting for Meta Learning in Biomedical Image Analysis
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146
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Residual Networks based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment
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Azeddine Beghdadi
M. Kaaniche
F. A. Cheikh
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116
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12 Jun 2021
Unsupervised identification of surgical robotic actions from small non homogeneous datasets
IEEE Robotics and Automation Letters (RA-L), 2021
Daniele Meli
Paolo Fiorini
183
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18 May 2021
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery
IEEE Robotics and Automation Letters (RA-L), 2021
Yutong Ban
Guy Rosman
J. Eckhoff
Thomas M. Ward
Daniel A. Hashimoto
Taisei Kondo
Hidekazu Iwaki
O. Meireles
Daniela Rus
201
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10 May 2021
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization
International Conference on Pattern Recognition (ICPR), 2021
Negin Ghamsarian
M. Taschwer
Doris Putzgruber-Adamitsch
Stephanie Sarny
Klaus Schoeffmann
95
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29 Apr 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder
IEEE Robotics and Automation Letters (RA-L), 2021
Dinesh Jackson Samuel
Fabio Cuzzolin
176
21
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22 Apr 2021
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods
V. Bawa
Gurkirt Singh
Francis KapingA
I. Skarga-Bandurova
Elettra Oleari
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Li Li
Armando Stabile
Francesco Setti
R. Muradore
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223
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CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning
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Yu Cheng
Zhe Gan
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196
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01 Apr 2021
A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Ella Lan
170
2
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31 Mar 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Yueming Jin
Yonghao Long
Cheng Chen
Zixu Zhao
Qi Dou
Pheng-Ann Heng
244
115
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30 Mar 2021
MIcro-Surgical Anastomose Workflow recognition challenge report
Arnaud Huaulmé
Duygu Sarikaya
Kévin Le Mut
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Yonghao Long
...
Pablo Arbelaez
Wolfgang Reiter
M. Mitsuishi
K. Harada
Pierre Jannin
146
43
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24 Mar 2021
Future Frame Prediction for Robot-assisted Surgery
Information Processing in Medical Imaging (IPMI), 2021
Xiaojie Gao
Yueming Jin
Zixu Zhao
Qi Dou
Pheng-Ann Heng
MedIm
188
14
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18 Mar 2021
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