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EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

9 February 2016

Papers citing "EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos"

50 / 317 papers shown

Title
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 162 24 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 123 71 0 10 Apr 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study Tobias Czempiel Aidean Sharghi Magdalini Paschali Nassir Navab Omid Mohareri 135 11 0 17 Mar 2022
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation J. Epperlein Sergiy Zhuk 63 3 0 16 Mar 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 135 8 0 16 Mar 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 152 23 0 15 Mar 2022
Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical PhasesIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Hasan Kassem Deepak Alapatt Pietro Mascagni AI4SafeChole Consortium Alexandros Karargyris N. Padoy FedML 177 57 0 14 Mar 2022
Live Laparoscopic Video Retrieval with Compressed Uncertainty Tong Yu Pietro Mascagni J. Verde J. Marescaux Didier Mutter N. Padoy 211 9 0 08 Mar 2022
Concept Graph Neural Networks for Surgical Video UnderstandingIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Yutong Ban J. Eckhoff Thomas M. Ward Daniel A. Hashimoto O. Meireles Daniela Rus Guy Rosman NAI 157 29 0 27 Feb 2022
Less is More: Surgical Phase Recognition from Timestamp SupervisionIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Xinpeng Ding Xinjian Yan Zixun Wang Wei Zhao Jian Zhuang Xiaowei Xu Xiaomeng Li MedIm 167 20 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 109 35 0 16 Feb 2022
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? Arnaud Huaulmé Kanako Harada Quang-Minh Nguyen Bogyu Park Seungbum Hong ... Yuto Ishikawa Yuriko Harai Satoshi Kondo M. Mitsuishi Pierre Jannin 113 10 0 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 93 14 0 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 K. Mori MDE MedIm 77 13 0 12 Jan 2022
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 108 11 0 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 ... Maren Downing Hechang Chen Jevin Z. Clark G. Brat Serena Yeung 103 25 0 14 Dec 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical VideosIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Xinpeng Ding Xiaomeng Li 202 45 0 22 Nov 2021
Video-based fully automatic assessment of open surgery suturing skills Adam Goldbraikh Anne-Lise D. D’Angelo C. Pugh S. Laufer 93 30 0 26 Oct 2021
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic SurgeriesInternational 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 Min-Kook Choi 110 5 0 24 Oct 2021
Rethinking Generalization Performance of Surgical Phase Recognition with Expert-Generated Annotations Seungbum Hong Jiwon Lee Bokyung Park Ahmed A. Alwusaibie Anwar H. Alfadhel Sunghyun Park W. Hyung Min-Kook Choi 96 2 0 22 Oct 2021
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction Martin Huber Sébastien Ourselin Christos Bergeles Tom Vercauteren MedIm 159 8 0 30 Sep 2021
Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks Andreas Wachter Werner Nahm 59 0 0 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 Stefanie Speidel S. Bodenstedt 134 92 0 30 Sep 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery VideosInternational Conference on Neural Information Processing (ICONIP), 2021 Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 77 11 0 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 199 176 0 07 Sep 2021
$Vision Transformer for femur fracture classification$ Vision Transformer for femur fracture classificationInjury (Injury), 2021 L. Tanzi A. Audisio G. Cirrincione A. Aprato E. Vezzetti MedIm 112 72 0 07 Aug 2021
A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic ImagesBioimaging (Bristol. Print) (BBP), 2021 Constantinos Loukas A. Gazis Dimitrios Schizas 124 3 0 26 Jul 2021
Surgical Instruction Generation with TransformersInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Jinglu Zhang Y. Nie Jian Chang Jiangning Zhang MedIm 129 13 0 14 Jul 2021
SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance Mitchell Doughty Karan Singh N. Ghugre 105 19 0 13 Jul 2021
Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase RecognitionAsian Conference on Computer Vision (ACCV), 2021 Fangqiu Yi Tingting Jiang 103 30 0 10 Jul 2021
Task Fingerprinting for Meta Learning in Biomedical Image AnalysisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Patrick Godau Lena Maier-Hein 73 8 0 08 Jul 2021
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 113 18 0 02 Jul 2021
Residual Networks based Distortion Classification and Ranking for Laparoscopic Image Quality AssessmentInternational Conference on Information Photonics (ICIP), 2020 Zohaib Amjad Khan Azeddine Beghdadi M. Kaaniche F. A. Cheikh MedIm 100 21 0 12 Jun 2021
Unsupervised identification of surgical robotic actions from small non homogeneous datasetsIEEE Robotics and Automation Letters (RA-L), 2021 Daniele Meli Paolo Fiorini 102 14 0 18 May 2021
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic SurgeryIEEE 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 132 17 0 10 May 2021
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action LocalizationInternational Conference on Pattern Recognition (ICPR), 2021 Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Klaus Schoeffmann 72 20 0 29 Apr 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoderIEEE Robotics and Automation Letters (RA-L), 2021 Dinesh Jackson Samuel Fabio Cuzzolin 104 19 0 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 ... Li Li Armando Stabile Francesco Setti R. Muradore Fabio Cuzzolin 143 44 0 07 Apr 2021
CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning Luowei Zhou Jingjing Liu Yu Cheng Zhe Gan Lei Zhang 111 7 0 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 AnalysisIEEE International Symposium on Biomedical Imaging (ISBI), 2021 Ella Lan 118 2 0 31 Mar 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical VideoIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 187 107 0 30 Mar 2021
MIcro-Surgical Anastomose Workflow recognition challenge report Arnaud Huaulmé Duygu Sarikaya Kévin Le Mut Fabien Despinoy Yonghao Long ... Pablo Arbelaez Wolfgang Reiter M. Mitsuishi K. Harada Pierre Jannin 89 41 0 24 Mar 2021
Future Frame Prediction for Robot-assisted SurgeryInformation Processing in Medical Imaging (IPMI), 2021 Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 117 14 0 18 Mar 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation TransformerInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 221 128 0 17 Mar 2021
OperA: Attention-Regularized Transformers for Surgical Phase RecognitionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Tobias Czempiel Magdalini Paschali D. Ostler S. T. Kim Benjamin Busam Nassir Navab MedIm 181 99 0 05 Mar 2021
Deep Neural Networks for the Assessment of Surgical Skills: A Systematic ReviewThe Journal of Defence Modeling and Simulation: Applications, Methodology, Technology (JDMS), 2021 Erim Yanik Xavier Intes Uwe Krüger Pingkun Yan D. Diller Brian Van Voorst Basiel Makled Jack Norfleet S. De 139 45 0 03 Mar 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentationInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021 Manish Sahu Anirban Mukhopadhyay S. Zachow 172 23 0 02 Mar 2021
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognitionInternational Conference on Medical Imaging with Deep Learning (MIDL), 2021 Daniel Neimark Omri Bar Maya Zohar Gregory Hager Dotan Asselmann 88 15 0 24 Feb 2021
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass ProceduresInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021 Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy 110 84 0 24 Feb 2021
Gesture Recognition in Robotic Surgery: a ReviewIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2021 Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 190 111 0 29 Jan 2021