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 / 276 papers shown

Title
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling Kay Hutchinson Ian Reyes Zongyu Li H. Alemzadeh 13 7 0 14 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 24 6 0 03 Sep 2022
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos Xiaoyang Zou Wenyong Liu Junchen Wang R. Tao G. Zheng MedIm 19 11 0 02 Sep 2022
A semi-supervised Teacher-Student framework for surgical tool detection and localization Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 29 9 0 21 Aug 2022
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy Ziyi Wang Bo Lu Yonghao Long Fangxun Zhong T. Cheung Qi Dou Yunhui Liu 26 54 0 03 Aug 2022
Retrieval of surgical phase transitions using reinforcement learning Yitong Zhang Sophia Bano A. Page Jan Deprest Danail Stoyanov Francisco Vasconcelos 28 8 0 01 Aug 2022
Video-based Surgical Skills Assessment using Long term Tool Tracking Mona Fathollahi Mohammad Hasan Sarhan Ramon Pena Lela DiMonte Anshu Gupta Aishani Ataliwala Jocelyn Barker 32 9 0 05 Jul 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 23 42 0 01 Jul 2022
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis Kubilay Can Demir M. May A. Schmid M. Uder Katharina Breininger Tobias Weise Andreas Maier Seung Hee Yang 6 4 0 24 Jun 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 18 45 0 22 Jun 2022
Surgical Phase Recognition in Laparoscopic Cholecystectomy Yunfan Li V. Shenoy Prateek Prasanna I. Ramakrishnan Haibin Ling Himanshu Gupta MedIm 17 3 0 14 Jun 2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions Xinpeng Ding Ziwei Liu Xiaomeng Li 25 13 0 19 May 2022
An Empirical Study on Activity Recognition in Long Surgical Videos Zhuohong He A. Mottaghi Aidean Sharghi Muhammad Abdullah Jamal Omid Mohareri 36 12 0 05 May 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 25 17 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 25 50 0 10 Apr 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study Tobias Czempiel Aidean Sharghi Magdalini Paschali Nassir Navab Omid Mohareri 19 8 0 17 Mar 2022
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation J. Epperlein Sergiy Zhuk 23 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 24 4 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 24 16 0 15 Mar 2022
Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases Hasan Kassem Deepak Alapatt Pietro Mascagni AI4SafeChole Consortium Alexandros Karargyris N. Padoy FedML 13 39 0 14 Mar 2022
Live Laparoscopic Video Retrieval with Compressed Uncertainty Tong Yu Pietro Mascagni J. Verde J. Marescaux Didier Mutter N. Padoy 36 7 0 08 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 19 17 0 27 Feb 2022
Less is More: Surgical Phase Recognition from Timestamp Supervision Xinpeng Ding Xinjian Yan Zixun Wang Wei-Ye Zhao Jian Zhuang Xiaowei Xu Xiaomeng Li MedIm 29 14 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 27 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 19 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 17 11 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 17 12 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 25 10 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 H. Chen Jevin Z. Clark G. Brat Serena Yeung 16 21 0 14 Dec 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos Xinpeng Ding Xiaomeng Li 16 33 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 15 26 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 16 3 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 11 2 0 22 Oct 2021
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction Martin Huber Sébastien Ourselin Christos Bergeles Tom Kamiel Magda Vercauteren MedIm 40 8 0 30 Sep 2021
Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks Andreas Wachter Werner Nahm 11 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 22 67 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 18 8 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 31 127 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 28 64 0 07 Aug 2021
A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images Constantinos Loukas A. Gazis Dimitrios Schizas 21 2 0 26 Jul 2021
Surgical Instruction Generation with Transformers Jinglu Zhang Y. Nie Jian Chang J. J. Zhang MedIm 19 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 20 17 0 13 Jul 2021
Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition Fangqiu Yi Tingting Jiang 13 23 0 10 Jul 2021
Task Fingerprinting for Meta Learning in Biomedical Image Analysis Patrick Godau Lena Maier-Hein 19 6 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 21 15 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 29 18 0 12 Jun 2021
Unsupervised identification of surgical robotic actions from small non homogeneous datasets Daniele Meli Paolo Fiorini 17 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 22 13 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 11 15 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 46 16 0 22 Apr 2021