Tool and Phase recognition using contextual CNN features

Tool and Phase recognition using contextual CNN features

27 October 2016

Anirban Mukhopadhyay

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Papers citing "Tool and Phase recognition using contextual CNN features"

13 / 13 papers shown

Title
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 90 0 0 03 Jul 2023
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
Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks Andreas Wachter Werner Nahm 26 0 0 30 Sep 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 35 2 0 31 Mar 2021
Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge Aneeq Zia Kiran D. Bhattacharyya Xi Liu Ziheng Wang S. Kondo ... Raabid Hussain Lena Maier-Hein Danail Stoyanov Stefanie Speidel A. Jarc 86 20 0 26 Feb 2021
Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision David Li M. Ishii Russell H. Taylor Gregory Hager Ayushi Sinha 24 0 0 27 Aug 2020
LapTool-Net: A Contextual Detector of Surgical Tools in Laparoscopic Videos Based on Recurrent Convolutional Neural Networks Babak Namazi G. Sankaranarayanan V. Devarajan 39 13 0 22 May 2019
Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos S. S. Mondal R. Sathish Debdoot Sheet 75 18 0 20 May 2019
Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks Moazzem Hossain Soichi Nishio T. Hiranaka Syoji Kobashi 35 5 0 06 Jun 2018
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 44 30 0 10 Mar 2018
Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks Amy Jin Serena Yeung J. Jopling J. Krause D. Azagury A. Milstein Li Fei-Fei 79 260 0 24 Feb 2018
Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks Hassan Al Hajj M. Lamard Pierre-Henri Conze B. Cochener G. Quellec 68 3 0 04 Oct 2017
M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification Rémi Cadène Thomas Robert Nicolas Thome Matthieu Cord 62 31 0 18 Oct 2016