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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
Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic SurgeryInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Long Bai Mobarakol Islam Hongliang Ren 170 24 0 22 Jul 2023
Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video AutofocusingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Charlie Budd Jia-Gang Qiu O. MacCormac Martin Huber Christopher E. Mower M. Janatka Théo Trotouin J. Shapey Mads S. Bergholt Tom Vercauteren 65 1 0 21 Jul 2023
GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos Nisarg A. Shah S. Sikder S. Vedula Vishal M. Patel ViT MedIm 124 9 0 20 Jul 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase RecognitionIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023 Isabel Funke Dominik Rivoir Stefanie Krell Stefanie Speidel 188 8 0 19 Jul 2023
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue InteractionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Saurav Sharma C. Nwoye Didier Mutter N. Padoy 123 20 0 18 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 187 43 0 18 Jul 2023
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data Adnan Qayyum Hassan Ali Massimo Caputo H. Vohra Taofeek Akinosho Sofiat Abioye Ilhem Berrou Paweł Capik Junaid Qadir Muhammad Bilal 141 0 0 03 Jul 2023
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset SplitsInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023 Georgii Kostiuchik Lalith Sharan Benedikt Mayer I. Wolf B. Preim Sandy Engelhardt 138 6 0 29 Jun 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 281 24 0 27 Jun 2023
Self-Knowledge Distillation for Surgical Phase RecognitionInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023 Jinglu Zhang S. Barbarisi A. Kadkhodamohammadi Danail Stoyanov Imanol Luengo 84 6 0 15 Jun 2023
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase RecognitionInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023 Bokai Zhang Mohammad Hasan Sarhan Bharti Goel Svetlana Petculescu A. Ghanem 123 11 0 15 Jun 2023
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray ImagesInterspeech (Interspeech), 2023 Kubilay Can Demir Tobias Weise M. May Axel Schmid Andreas Maier Seung Hee Yang 96 1 0 25 May 2023
Metrics Matter in Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Speidel 94 15 0 23 May 2023
SurgMAE: Masked Autoencoders for Long Surgical Video Analysis Muhammad Abdullah Jamal Omid Mohareri 105 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 188 53 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 197 32 0 25 Apr 2023
Segment Anything in Medical ImagesNature Communications (Nat. Commun.), 2023 Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 368 756 0 24 Apr 2023
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in SurgeryInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Lalithkumar Seenivasan Mobarakol Islam Gokul Kannan Hongliang Ren 184 58 0 19 Apr 2023
Whether and When does Endoscopy Domain Pretraining Make Sense? Dominik Batić Felix Holm Ege Özsoy Tobias Czempiel Nassir Navab 127 9 0 30 Mar 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating RoomsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ege Özsoy Tobias Czempiel Felix Holm Chantal Pellegrini Nassir Navab 126 14 0 23 Mar 2023
Self-distillation for surgical action recognitionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Amine Yamlahi T. Tran Patrick Godau Melanie Schellenberg Dominik Michael ... T. Adler M. Tizabi C. Nwoye N. Padoy Lena Maier-Hein 173 16 0 22 Mar 2023
Deployment of Image Analysis Algorithms under Prevalence ShiftsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Patrick Godau P. Kalinowski E. Christodoulou Annika Reinke M. Tizabi Luciana Ferrer Paul Jäger Lena Maier-Hein 128 14 0 22 Mar 2023
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parameters Shuja Khalid Frank Rudzicz 135 2 0 15 Mar 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity RecognitionIEEE Transactions on Medical Imaging (TMI), 2023 Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy MedIm 156 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 119 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 180 29 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 214 15 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 VideosScientific Reports (Sci Rep), 2023 Joël L. Lavanchy Armine Vardazaryan Pietro Mascagni AI4SafeChole Consortium Didier Mutter N. Padoy 108 13 0 17 Jan 2023
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Y. Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 146 5 0 24 Dec 2022
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene UnderstandingIEEE Transactions on Automation Science and Engineering (T-ASE), 2022 Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 97 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 101 0 0 13 Dec 2022
Towards Holistic Surgical Scene UnderstandingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Natalia Valderrama Paola Ruiz Puentes Isabela Hernández Nicolás Ayobi Mathilde Verlyck J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez 227 46 0 08 Dec 2022
Deep Architectures for Content Moderation and Movie Content Rating Fatih Çagatay Akyön A. Temi̇zel 135 7 0 08 Dec 2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet RecognitionInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022 Saurav Sharma C. Nwoye Didier Mutter N. Padoy 168 33 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 114 8 0 26 Oct 2022
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data Shuja Khalid Frank Rudzicz 112 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 126 7 0 18 Sep 2022
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure ModelingInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022 Kay Hutchinson Ian Reyes Zongyu Li H. Alemzadeh 340 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 273 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 102 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 86 12 0 21 Aug 2022
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic HysterectomyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Ziyi Wang Bo Lu Yonghao Long Fangxun Zhong T. Cheung Qi Dou Yunhui Liu 133 81 0 03 Aug 2022
Retrieval of surgical phase transitions using reinforcement learningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Yitong Zhang Sophia Bano A. Page Jan Deprest Danail Stoyanov Francisco Vasconcelos 83 10 0 01 Aug 2022
Video-based Surgical Skills Assessment using Long term Tool TrackingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Mona Fathollahi Mohammad Hasan Sarhan Ramon Pena Lela DiMonte Anshu Gupta Aishani Ataliwala Jocelyn Barker 106 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 341 58 0 01 Jul 2022
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow AnalysisInternational 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 46 4 0 24 Jun 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using TransformerInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 159 63 0 22 Jun 2022
Surgical Phase Recognition in Laparoscopic Cholecystectomy Yunfan Li V. Shenoy Prateek Prasanna I. Ramakrishnan Haibin Ling Himanshu Gupta MedIm 98 4 0 14 Jun 2022
Free Lunch for Surgical Video Understanding by Distilling Self-SupervisionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Xinpeng Ding Ziwei Liu Xuelong Li 112 14 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 177 16 0 05 May 2022