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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 / 309 papers shown

Title
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 113 24 0 27 Feb 2022
Less is More: Surgical Phase Recognition from Timestamp Supervision Xinpeng Ding Xinjian Yan Zixun Wang Wei Zhao Jian Zhuang Xiaowei Xu Xiaomeng Li MedIm 127 18 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 73 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 69 9 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 65 12 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 69 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 92 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 80 22 0 14 Dec 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos Xinpeng Ding Xiaomeng Li 158 39 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 81 29 0 26 Oct 2021
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries Jihun Yoon Jiwon Lee Sung-Woo Heo Hayeong Yu Jayeon Lim ... Seungbum Hong Bokyung Park Sunghyun Park W. Hyung Min-Kook Choi 58 4 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 80 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 119 8 0 30 Sep 2021
Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks Andreas Wachter Werner Nahm 47 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 106 87 0 30 Sep 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 73 10 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 129 161 0 07 Sep 2021
$Vision Transformer for femur fracture classification$ Vision Transformer for femur fracture classification L. Tanzi A. Audisio G. Cirrincione A. Aprato E. Vezzetti MedIm 104 68 0 07 Aug 2021
A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images Constantinos Loukas A. Gazis Dimitrios Schizas 92 2 0 26 Jul 2021
Surgical Instruction Generation with Transformers Jinglu Zhang Y. Nie Jian Chang Jiangning Zhang MedIm 109 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 76 18 0 13 Jul 2021
Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition Fangqiu Yi Tingting Jiang 63 28 0 10 Jul 2021
Task Fingerprinting for Meta Learning in Biomedical Image Analysis Patrick Godau Lena Maier-Hein 49 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 105 18 0 02 Jul 2021
Residual Networks based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment Zohaib Amjad Khan Azeddine Beghdadi M. Kaaniche F. A. Cheikh MedIm 64 18 0 12 Jun 2021
Unsupervised identification of surgical robotic actions from small non homogeneous datasets Daniele Meli Paolo Fiorini 54 13 0 18 May 2021
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery Yutong Ban Guy Rosman J. Eckhoff Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 104 17 0 10 May 2021
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Klaus Schoeffmann 60 18 0 29 Apr 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder Dinesh Jackson Samuel Fabio Cuzzolin 88 18 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 103 42 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 83 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 Analysis Ella Lan 70 2 0 31 Mar 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 167 99 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 73 38 0 24 Mar 2021
Future Frame Prediction for Robot-assisted Surgery Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 85 14 0 18 Mar 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 153 122 0 17 Mar 2021
OperA: Attention-Regularized Transformers for Surgical Phase Recognition Tobias Czempiel Magdalini Paschali D. Ostler S. T. Kim Benjamin Busam Nassir Navab MedIm 133 93 0 05 Mar 2021
Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review Erim Yanik Xavier Intes Uwe Krüger Pingkun Yan D. Diller Brian Van Voorst Basiel Makled Jack Norfleet S. De 87 43 0 03 Mar 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Manish Sahu Anirban Mukhopadhyay S. Zachow 164 23 0 02 Mar 2021
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition Daniel Neimark Omri Bar Maya Zohar Gregory Hager Dotan Asselmann 66 14 0 24 Feb 2021
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy 90 79 0 24 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 134 101 0 29 Jan 2021
CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80 W.-Y. Hong Chang-Lung Kao Y.-H. Kuo J.-R. Wang Wanxing Chang C.-S. Shih 88 120 0 23 Dec 2020
Surgical Data Science -- from Concepts toward Clinical Translation Lena Maier-Hein Matthias Eisenmann Duygu Sarikaya Keno Marz Toby Collins ... D. Teber F. Uckert Beat P. Müller-Stich Pierre Jannin Stefanie Speidel AI4CE 102 254 0 30 Oct 2020
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 89 2 0 28 Sep 2020
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking Luis C. Garcia-Peraza-Herrera Wenqi Li Caspar Gruijthuijsen A. Devreker G. Attilakos Jan Deprest E. V. Poorten Danail Stoyanov Tom Vercauteren Sébastien Ourselin 59 108 0 07 Sep 2020
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows Yutong Ban Guy Rosman Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 92 20 0 01 Sep 2020
Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision David Li M. Ishii Russell H. Taylor Gregory Hager Ayushi Sinha 48 0 0 27 Aug 2020
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks Salman Maqbool Aqsa Riaz Hasan Sajid Osman Hasan 100 29 0 23 Aug 2020
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection Duygu Sarikaya Jason J. Corso K. Guru 83 211 0 29 Jul 2020