QuantiMus: A Machine Learning-Based Approach for High Precision Analysis of Skeletal Muscle Morphology.

Duchenne muscular dystrophy central nucleation cross-sectional area histological analysis machine learning mdx muscle regeneration myofiber typing

Journal

Frontiers in physiology
ISSN: 1664-042X
Titre abrégé: Front Physiol
Pays: Switzerland
ID NLM: 101549006

Informations de publication

Date de publication:
2019
Historique:
received: 19 08 2019
accepted: 31 10 2019
entrez: 19 12 2019
pubmed: 19 12 2019
medline: 19 12 2019
Statut: epublish

Résumé

Skeletal muscle injury provokes a regenerative response, characterized by the

Identifiants

pubmed: 31849692
doi: 10.3389/fphys.2019.01416
pmc: PMC6895564
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

1416

Subventions

Organisme : NCATS NIH HHS
ID : UL1 TR001414
Pays : United States

Informations de copyright

Copyright © 2019 Kastenschmidt, Ellefsen, Mannaa, Giebel, Yahia, Ayer, Pham, Rios, Vetrone, Mozaffar and Villalta.

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Auteurs

Jenna M Kastenschmidt (JM)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.
Institute for Immunology, University of California, Irvine, Irvine, CA, United States.

Kyle L Ellefsen (KL)

Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA, United States.

Ali H Mannaa (AH)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.

Jesse J Giebel (JJ)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.

Rayan Yahia (R)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.

Rachel E Ayer (RE)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.

Phillip Pham (P)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.

Rodolfo Rios (R)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.

Sylvia A Vetrone (SA)

Department of Biology, Whittier College, Whittier, CA, United States.

Tahseen Mozaffar (T)

Department of Neurology, University of California, Irvine, Irvine, CA, United States.
Department of Orthopaedic Surgery, University of California, Irvine, Irvine, CA, United States.
Department of Pathology and Laboratory Medicine, University of California, Irvine, Irvine, CA, United States.

S Armando Villalta (SA)

Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States.
Institute for Immunology, University of California, Irvine, Irvine, CA, United States.

Classifications MeSH