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Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures.
Emily Kaczmarek
Jina Nanayakkara
Alireza Sedghi
Mehran Pesteie
Thomas Tuschl
Neil Renwick
Parvin Mousavi
Published in:
BMC Bioinform. (2022)
Keyphrases
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topology preserving
topology preservation
competitive learning
self organizing maps
binary images
level set method
neural network
geometric deformable models
thinning algorithm
image analysis
feature space
feature maps
expectation maximization
gray scale
energy function
deformation field