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GestAltNet: aggregation and attention to improve deep learning of gestational age from placental whole-slide images

The placenta is the first organ to form and performs the functions of the lung, gut, kidney, and endocrine systems. Abnormalities in the placenta cause or reflect most abnormalities in gestation and can have life-long consequences for the mother and infant. Placental villi undergo a complex but repr...

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Detalles Bibliográficos
Autores principales: Mobadersany, Pooya, Cooper, Lee A. D., Goldstein, Jeffery A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7933605/
https://www.ncbi.nlm.nih.gov/pubmed/33674784
http://dx.doi.org/10.1038/s41374-021-00579-5