A review of different deep learning techniques for sperm fertility prediction

A review of different deep learning techniques for sperm fertility prediction

Sperm morphology analysis (SMA) is a significant factor in diagnosing male infertility. Therefore, healthy sperm detection is of great significance in this process. However, the traditional manual microscopic sperm detection methods have the disadvantages of a long detection cycle, low detection acc...

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Bibliographic Details
Main Authors: Muhammad Suleman, Muhammad Ilyas, M. Ikram Ullah Lali, Hafiz Tayyab Rauf, Seifedine Kadry
Format: Article
Language:English
Published: AIMS Press 2023-05-01
Series:AIMS Mathematics
Subjects:
sperm morphology
automatic image analysis
sperm defects
infertility
convolutional neural network (cnn)
deep learning
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2023838?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2023838?viewType=HTML

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