Beyond deep learning: automatic morpho-kinetic parameter extraction using spatial attention

Abstract Study question Can interpretable deep learning Artificial Intelligence automatically learn to extract morphokinetic parameters from time-lapse embryo videos? Summary answer We trained several popular interpretable AI architectures that were successfully able to recognize most embryo develop...

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Veröffentlicht in:	Human reproduction (Oxford) 2022-07, Vol.37 (Supplement_1)
Hauptverfasser:	Gomez, T, Fréour, T, Mouchère, Harold
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science Machine Learning Medical Imaging Neural and Evolutionary Computing
Online-Zugang:	Volltext
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