Genetic Neural Architecture Search for automatic assessment of human sperm images

Male infertility is a disease that affects approximately 7% of men. Sperm morphology analysis (SMA) is one of the main diagnosis methods for this problem. However, manual SMA is an inexact, subjective, non-reproducible, and hard to teach process. Therefore, in this paper, we introduce a novel automa...

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Vydáno v:	Expert systems with applications Ročník 188; s. 115937
Hlavní autoři:	Miahi, Erfan, Mirroshandel, Seyed Abolghasem, Nasr, Alexis
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Elsevier Ltd 01.02.2022 Elsevier BV Elsevier
Témata:	Artificial Intelligence Artificial neural networks Bioinformatics Computer architecture Computer Science Datasets Deep learning Evaluation Fitness Genetic algorithm Genetic algorithms Human sperm morphometry Infertility Machine learning Medical imaging Morphology Neural architecture search Neural networks Search algorithms Search methods Sperm Deep learning Neural architecture search Human sperm morphometry Genetic algorithm Infertility Human Sperm Morphometry Neural Architecture Search Deep Learning Genetic Algorithm
ISSN:	0957-4174, 1873-6793
On-line přístup:	Získat plný text
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