Multi-Modal Segmentation of 3D Brain Scans Using Neural Networks.

anatomical segmentation brain imaging (CT and MRI) convolutional neural networks dropout sampling multi-modal

Journal

Frontiers in neurology
ISSN: 1664-2295
Titre abrégé: Front Neurol
Pays: Switzerland
ID NLM: 101546899

Informations de publication

Date de publication:
2021
Historique:
received: 14 01 2021
accepted: 17 06 2021
entrez: 2 8 2021
pubmed: 3 8 2021
medline: 3 8 2021
Statut: epublish

Résumé

Anatomical segmentation of brain scans is highly relevant for diagnostics and neuroradiology research. Conventionally, segmentation is performed on

Identifiants

pubmed: 34335436
doi: 10.3389/fneur.2021.653375
pmc: PMC8318570
doi:

Types de publication

Journal Article

Langues

eng

Pagination

653375

Informations de copyright

Copyright © 2021 Zopes, Platscher, Paganucci and Federau.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Jonathan Zopes (J)

Institute for Biomedical Engineering, ETH Zürich, Zurich, Switzerland.

Moritz Platscher (M)

Institute for Biomedical Engineering, ETH Zürich, Zurich, Switzerland.

Silvio Paganucci (S)

Institute for Biomedical Engineering, ETH Zürich, Zurich, Switzerland.

Christian Federau (C)

Institute for Biomedical Engineering, ETH Zürich, Zurich, Switzerland.

Classifications MeSH