ML-driven segmentation of microvascular features during histological examination of tissue-engineered vascular grafts

ML-driven segmentation of microvascular features during histological examination of tissue-engineered vascular grafts

IntroductionThe development of next-generation tissue-engineered medical devices such as tissue-engineered vascular grafts (TEVGs) is a leading trend in translational medicine. Microscopic examination is an indispensable part of animal experimentation, and histopathological analysis of regenerated t...

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Bibliographic Details
Main Authors: Viacheslav V. Danilov, Vladislav V. Laptev, Kirill Yu. Klyshnikov, Alexander D. Stepanov, Leo A. Bogdanov, Larisa V. Antonova, Evgenia O. Krivkina, Anton G. Kutikhin, Evgeny A. Ovcharenko
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-06-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
histological segmentation
deep learning
vascular tissue engineering
digital pathology
tissue-engineered vascular grafts
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2024.1411680/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2024.1411680/full

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