Automated Cell Lineage Reconstruction using Label-Free 4D Microscopy.
bioRxiv
; 2024 Jan 22.
Article
em En
| MEDLINE
| ID: mdl-38328064
ABSTRACT
Here we describe embGAN, a deep learning pipeline that addresses the challenge of automated cell detection and tracking in label-free 3D time lapse imaging. embGAN requires no manual data annotation for training, learns robust detections that exhibits a high degree of scale invariance and generalizes well to images acquired in multiple labs on multiple instruments.
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1
Coleções:
01-internacional
Base de dados:
MEDLINE
Idioma:
En
Revista:
BioRxiv
Ano de publicação:
2024
Tipo de documento:
Article