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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 / 310 papers shown

Title
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits Georgii Kostiuchik Lalith Sharan Benedikt Mayer I. Wolf B. Preim Sandy Engelhardt 99 5 0 29 Jun 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 169 21 0 27 Jun 2023
Self-Knowledge Distillation for Surgical Phase Recognition Jinglu Zhang S. Barbarisi A. Kadkhodamohammadi Danail Stoyanov Imanol Luengo 68 4 0 15 Jun 2023
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition Bokai Zhang Mohammad Hasan Sarhan Bharti Goel Svetlana Petculescu A. Ghanem 103 10 0 15 Jun 2023
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images Kubilay Can Demir Tobias Weise M. May Axel Schmid Andreas Maier Seung Hee Yang 76 1 0 25 May 2023
Metrics Matter in Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Speidel 78 12 0 23 May 2023
SurgMAE: Masked Autoencoders for Long Surgical Video Analysis Muhammad Abdullah Jamal Omid Mohareri 85 8 0 19 May 2023
LoViT: Long Video Transformer for Surgical Phase Recognition Yang Liu Maxence Boels Luis C. Garcia-Peraza-Herrera Tom Vercauteren P. Dasgupta Alejandro Granados Sebastien Ourselin 147 44 0 15 May 2023
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art Tobias Rueckert Daniel Rueckert Christoph Palm 161 28 0 25 Apr 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 218 642 0 24 Apr 2023
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery Lalithkumar Seenivasan Mobarakol Islam Gokul Kannan Hongliang Ren 148 51 0 19 Apr 2023
Whether and When does Endoscopy Domain Pretraining Make Sense? Dominik Batić Felix Holm Ege Özsoy Tobias Czempiel Nassir Navab 55 9 0 30 Mar 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms Ege Özsoy Tobias Czempiel Felix Holm Chantal Pellegrini Nassir Navab 102 12 0 23 Mar 2023
Self-distillation for surgical action recognition Amine Yamlahi T. Tran Patrick Godau Melanie Schellenberg Dominik Michael ... T. Adler M. Tizabi C. Nwoye N. Padoy Lena Maier-Hein 136 13 0 22 Mar 2023
Deployment of Image Analysis Algorithms under Prevalence Shifts Patrick Godau P. Kalinowski E. Christodoulou Annika Reinke M. Tizabi Luciana Ferrer Paul Jäger Lena Maier-Hein 88 11 0 22 Mar 2023
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parameters Shuja Khalid Frank Rudzicz 111 2 0 15 Mar 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy MedIm 95 6 0 21 Feb 2023
Unpaired Translation from Semantic Label Maps to Images by Leveraging Domain-Specific Simulations Lin Zhang Tiziano Portenier O. Goksel MedIm 83 1 0 21 Feb 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 124 24 0 13 Feb 2023
SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery João Cartucho Alistair Weld Samyakh Tukra Haozheng Xu Hiroki Matsuzaki ... B. Silva Estevão Lima João L. Vilaça Sandro Queiros Stamatia Giannarou 154 13 0 06 Feb 2023
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos Joël L. Lavanchy Armine Vardazaryan Pietro Mascagni AI4SafeChole Consortium Didier Mutter N. Padoy 75 11 0 17 Jan 2023
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Y. Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 92 5 0 24 Dec 2022
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 89 2 0 22 Dec 2022
Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation Pietro Mascagni Deepak Alapatt A. Lapergola Armine Vardazaryan J. Mazellier B. Dallemagne Didier Mutter N. Padoy 57 0 0 13 Dec 2022
Towards Holistic Surgical Scene Understanding Natalia Valderrama Paola Ruiz Puentes Isabela Hernández Nicolás Ayobi Mathilde Verlyck J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez 155 40 0 08 Dec 2022
Deep Architectures for Content Moderation and Movie Content Rating Fatih Çagatay Akyön A. Temi̇zel 107 5 0 08 Dec 2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition Saurav Sharma C. Nwoye Didier Mutter N. Padoy 124 28 0 30 Nov 2022
Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset Charlie Budd Luis C. Garcia-Peraza-Herrera M. Huber Sebastien Ourselin Tom Vercauteren MedIm 94 8 0 26 Oct 2022
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data Shuja Khalid Frank Rudzicz 84 3 0 20 Sep 2022
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness Ya-Hsin Cheng Lihao Liu Shujun Wang Yueming Jin Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 102 7 0 18 Sep 2022
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling Kay Hutchinson Ian Reyes Zongyu Li H. Alemzadeh 242 8 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 177 6 0 03 Sep 2022
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos Xiaoyang Zou Wenyong Liu Junchen Wang Haoyu Wang G. Zheng MedIm 82 16 0 02 Sep 2022
A semi-supervised Teacher-Student framework for surgical tool detection and localization Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 74 11 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 93 72 0 03 Aug 2022
Retrieval of surgical phase transitions using reinforcement learning Yitong Zhang Sophia Bano A. Page Jan Deprest Danail Stoyanov Francisco Vasconcelos 75 9 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 81 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 203 53 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 34 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 119 57 0 22 Jun 2022
Surgical Phase Recognition in Laparoscopic Cholecystectomy Yunfan Li V. Shenoy Prateek Prasanna I. Ramakrishnan Haibin Ling Himanshu Gupta MedIm 90 4 0 14 Jun 2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions Xinpeng Ding Ziwei Liu Xuelong Li 96 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 128 13 0 05 May 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 114 20 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 79 64 0 10 Apr 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study Tobias Czempiel Aidean Sharghi Magdalini Paschali Nassir Navab Omid Mohareri 127 9 0 17 Mar 2022
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation J. Epperlein Sergiy Zhuk 59 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 111 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 148 20 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 121 47 0 14 Mar 2022