Dataset variability leverages white-matter lesion segmentation performance with convolutional neural network

2018 ◽  
Author(s):  
Žiga Špiclin ◽  
Franjo Pernuš ◽  
Boštjan Likar ◽  
Tim Jerman ◽  
Domen Ravnik
Keyword(s):  
Neural Network ◽  
White Matter ◽  
Convolutional Neural Network ◽  
White Matter Lesion ◽  
Lesion Segmentation

Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network

2018 ◽  
Vol 167 ◽  
pp. 49-63 ◽  
Author(s):  
Pedro Henrique Bandeira Diniz ◽  
Thales Levi Azevedo Valente ◽  
João Otávio Bandeira Diniz ◽  
Aristófanes Corrêa Silva ◽  
Marcelo Gattass ◽  
...  
Keyword(s):  
Neural Network ◽  
White Matter ◽  
Convolutional Neural Network ◽  
White Matter Lesion

scholarly journals Accurate white matter lesion segmentation by k nearest neighbor classification with tissue type priors (kNN-TTPs)

2013 ◽  
Vol 3 ◽  
pp. 462-469 ◽  
Author(s):  
Martijn D. Steenwijk ◽  
Petra J.W. Pouwels ◽  
Marita Daams ◽  
Jan Willem van Dalen ◽  
Matthan W.A. Caan ◽  
...  
Keyword(s):  
White Matter ◽  
Nearest Neighbor ◽  
White Matter Lesion ◽  
Tissue Type ◽  
Lesion Segmentation ◽  
K Nearest Neighbor ◽  
Nearest Neighbor Classification ◽  
Neighbor Classification

scholarly journals NIMG-61. USE OF TEXTURAL RADIOMIC MAPS IN A 3D CONVOLUTIONAL NEURAL NETWORK FRAMEWORK CAN AUGMENT GLIOMA LESION SEGMENTATION

2017 ◽  
Vol 19 (suppl_6) ◽  
pp. vi156-vi156
Author(s):  
Ayush Karnawat ◽  
Prateek Prasanna ◽  
Anant Madabhushi ◽  
Pallavi Tiwari
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Lesion Segmentation

Robust White Matter Lesion Segmentation in FLAIR MRI

2012 ◽  
Vol 59 (3) ◽  
pp. 860-871 ◽  
Author(s):  
April Khademi ◽  
Anastasios Venetsanopoulos ◽  
A. R. Moody
Keyword(s):  
White Matter ◽  
White Matter Lesion ◽  
Lesion Segmentation
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