Reduced volume of diabetic pancreatic islets in rodents detected by synchrotron X-ray phase-contrast microtomography and deep learning network.
AA-Net, Affinity-Aware Network
AAM, affinity-aware module
Deep learning
Diabetes
PCI, phase contrast imaging
Pancreatic islets
SF, Shortcut-Free
SRμCT, synchrotron radiation X-ray phase-contrast microtomography
STZ, streptozotocin
Synchrotron radiation
T1D, type-1 diabetes
T2D, type-2 diabetes
X-ray microtomography
X-ray phase-contrast
Journal
Heliyon
ISSN: 2405-8440
Titre abrégé: Heliyon
Pays: England
ID NLM: 101672560
Informations de publication
Date de publication:
Feb 2023
Feb 2023
Historique:
received:
15
10
2022
revised:
09
01
2023
accepted:
16
01
2023
entrez:
31
1
2023
pubmed:
1
2
2023
medline:
1
2
2023
Statut:
epublish
Résumé
The pancreatic islet is a highly structured micro-organ that produces insulin in response to rising blood glucose. Here we develop a label-free and automatic imaging approach to visualize the islets
Identifiants
pubmed: 36718155
doi: 10.1016/j.heliyon.2023.e13081
pii: S2405-8440(23)00288-8
pmc: PMC9883183
doi:
Types de publication
Journal Article
Langues
eng
Pagination
e13081Informations de copyright
© 2023 The Authors.
Déclaration de conflit d'intérêts
The authors declare no competing interests.
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