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Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network

Human-induced pluripotent stem cell-derived cardiomyocytes (hiPS-CMs) beating can be efficiently characterized by time-lapse quantitative phase imaging (QPIs) obtained by digital holographic microscopy. Particularly, the CM’s nucleus section can precisely reflect the associated rhythmic beating patt...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Biomed Opt Express
Prif Awduron: Ahmadzadeh, Ezat, Jaferzadeh, Keyvan, Shin, Seokjoo, Moon, Inkyu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Optical Society of America 2020
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7075611/
https://ncbi.nlm.nih.gov/pubmed/32206425
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.385218
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