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Real-time analysis of cataract surgery videos using statistical models

Real-time analysis of cataract surgery videos using statistical models

18 October 2016
K. Charrière
G. Quellec
M. Lamard
D. Martiano
G. Cazuguel
Gouenou Coatrieux
B. Cochener
ArXiv (abs)PDFHTML

Papers citing "Real-time analysis of cataract surgery videos using statistical models"

6 / 6 papers shown
Title
Unsupervised identification of surgical robotic actions from small non
  homogeneous datasets
Unsupervised identification of surgical robotic actions from small non homogeneous datasets
Daniele Meli
Paolo Fiorini
54
13
0
18 May 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid
  Embedding Aggregation Transformer
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
Learning from a tiny dataset of manual annotations: a teacher/student
  approach for surgical phase recognition
Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition
Tong Yu
Didier Mutter
J. Marescaux
N. Padoy
82
48
0
30 Nov 2018
Less is More: Surgical Phase Recognition with Less Annotations through
  Self-Supervised Pre-training of CNN-LSTM Networks
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
Multi-label Classification of Surgical Tools with Convolutional Neural
  Networks
Multi-label Classification of Surgical Tools with Convolutional Neural Networks
J. Prellberg
Oliver Kramer
29
8
0
15 May 2018
Monitoring tool usage in surgery videos using boosted convolutional and
  recurrent neural networks
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
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