Sperm motility assessed by deep convolutional neural networks into WHO categories

Abstract Semen analysis is central in infertility investigation. Manual assessment of sperm motility according to the WHO recommendations is the golden standard, and extensive training is a requirement for accurate and reproducible results. Deep convolutional neural networks (DCNN) are especially su...

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Bibliographic Details
Main Authors: Trine B. Haugen, Oliwia Witczak, Steven A. Hicks, Lars Björndahl, Jorunn M. Andersen, Michael A. Riegler
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-41871-2