Towards Automated Quantification of Atrial Fibrosis in Images from Catheterized Fiber-Optics Confocal Microscopy Using Convolutional Neural Networks

Clinical approaches for quantification of atrial fibrosis are currently based on digital image processing of magnetic resonance images. Here, we introduce and evaluate a comprehensive framework based on convolutional neural networks for quantifying atrial fibrosis from images acquired with catheteri...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:Funct Imaging Model Heart
Main Authors: Huang, Chao, Wasmund, Stephen L., Yamaguchi, Takanori, Knighton, Nathan, Hitchcock, Robert W., Polejaeva, Irina A., White, Kenneth L., Marrouche, Nassir F., Sachse, Frank B.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Article
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6594702/
https://ncbi.nlm.nih.gov/pubmed/31245795
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-21949-9_19
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki