M2CAI Workflow Challenge: Convolutional Neural Networks with Time
Smoothing and Hidden Markov Model for Video Frames Classification

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M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification

18 October 2016

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Papers citing "M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification"

9 / 9 papers shown

Title
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
Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks Duygu Sarikaya Pierre Jannin 103 19 0 11 Jan 2020
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Yueming Jin Huaxia Li Qi Dou Hao Chen J. Qin Chi-Wing Fu Pheng-Ann Heng 74 177 0 13 Jul 2019
Surgical Gesture Recognition with Optical Flow only Duygu Sarikaya Pierre Jannin 70 19 0 01 Apr 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
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 86 72 0 22 May 2018
Joint Surgical Gesture and Task Classification with Multi-Task and Multimodal Learning Duygu Sarikaya K. Guru Jason J. Corso 80 19 0 02 May 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 87 260 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