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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 / 160 papers shown

Title
Towards Holistic Surgical Scene Understanding Natalia Valderrama Paola Ruiz Puentes Isabela Hernández Nicolás Ayobi Mathilde Verlyck J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez 83 35 0 08 Dec 2022
Deep Architectures for Content Moderation and Movie Content Rating Fatih Çagatay Akyön A. Temi̇zel 70 5 0 08 Dec 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 73 5 0 26 Oct 2022
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data Shuja Khalid Frank Rudzicz 65 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 62 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 138 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 128 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 48 13 0 02 Sep 2022
A semi-supervised Teacher-Student framework for surgical tool detection and localization Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 55 10 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 68 63 0 03 Aug 2022
Retrieval of surgical phase transitions using reinforcement learning Yitong Zhang Sophia Bano A. Page Jan Deprest Danail Stoyanov Francisco Vasconcelos 54 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 69 10 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 129 46 0 01 Jul 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 77 48 0 22 Jun 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 84 18 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 60 53 0 10 Apr 2022
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study Tobias Czempiel Aidean Sharghi Magdalini Paschali Nassir Navab Omid Mohareri 77 8 0 17 Mar 2022
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation J. Epperlein Sergiy Zhuk 45 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 69 5 0 16 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 75 41 0 14 Mar 2022
Live Laparoscopic Video Retrieval with Compressed Uncertainty Tong Yu Pietro Mascagni J. Verde J. Marescaux Didier Mutter N. Padoy 63 7 0 08 Mar 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 85 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 62 35 0 16 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 34 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 51 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 54 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 Hechang Chen Jevin Z. Clark G. Brat Serena Yeung 67 21 0 14 Dec 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos Xinpeng Ding Xiaomeng Li 98 36 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 42 27 0 26 Oct 2021
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction Martin Huber Sébastien Ourselin Christos Bergeles Tom Vercauteren MedIm 72 8 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 86 78 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 54 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 77 141 0 07 Sep 2021
SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance Mitchell Doughty Karan Singh N. Ghugre 56 18 0 13 Jul 2021
Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition Fangqiu Yi Tingting Jiang 56 25 0 10 Jul 2021
Task Fingerprinting for Meta Learning in Biomedical Image Analysis Patrick Godau Lena Maier-Hein 33 7 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 75 17 0 02 Jul 2021
Unsupervised identification of surgical robotic actions from small non homogeneous datasets Daniele Meli Paolo Fiorini 44 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 75 15 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 47 16 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 67 16 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 61 41 0 07 Apr 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 94 92 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 59 36 0 24 Mar 2021
Future Frame Prediction for Robot-assisted Surgery Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 65 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 101 111 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 104 89 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 68 39 0 03 Mar 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Manish Sahu Anirban Mukhopadhyay S. Zachow 127 21 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 55 14 0 24 Feb 2021