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Machine learning for sperm selection
Infertility rates and the number of couples seeking fertility care have increased worldwide
over the past few decades. Over 2.5 million cycles of assisted reproductive technologies are …
over the past few decades. Over 2.5 million cycles of assisted reproductive technologies are …
Advances in sperm analysis: techniques, discoveries and applications
Infertility affects one in six couples worldwide, and fertility continues to deteriorate globally,
partly owing to a decline in semen quality. Sperm analysis has a central role in diagnosing …
partly owing to a decline in semen quality. Sperm analysis has a central role in diagnosing …
Deep learning-based selection of human sperm with high DNA integrity
Despite the importance of sperm DNA to human reproduction, currently no method exists to
assess individual sperm DNA quality prior to clinical selection. Traditionally, skilled …
assess individual sperm DNA quality prior to clinical selection. Traditionally, skilled …
[HTML][HTML] Artificial intelligence for sperm selection—A systematic review
Despite the increasing number of assisted reproductive technologies based treatments
being performed worldwide, there has been little improvement in fertilization and pregnancy …
being performed worldwide, there has been little improvement in fertilization and pregnancy …
[HTML][HTML] Heat stress impairs male reproductive system with potential disruption of retinol metabolism and microbial balance in the testis of mice
KX Cao, ZC Deng, M Liu, YX Huang, JC Yang… - The Journal of …, 2023 - Elsevier
Background Heat stress (HS) has a harmful impact on the male reproductive system,
primarily by reducing the sperm quality. The testicular microenvironment plays an important …
primarily by reducing the sperm quality. The testicular microenvironment plays an important …
[HTML][HTML] The andrological landscape in the twenty-first century: making sense of the advances in male infertility management for the busy clinicians
A Motawi, A Crafa, T Hamoda, R Shah… - International Journal of …, 2024 - mdpi.com
Male infertility represents a significant global problem due to its essential health, social, and
economic implications. It is unsurprising that scientific research is very active in this area and …
economic implications. It is unsurprising that scientific research is very active in this area and …
[HTML][HTML] Automated rare sperm identification from low-magnification microscopy images of dissociated microsurgical testicular sperm extraction samples using deep …
Objective To develop a machine learning algorithm to detect rare human sperm in semen
and microsurgical testicular sperm extraction (microTESE) samples using bright-field (BF) …
and microsurgical testicular sperm extraction (microTESE) samples using bright-field (BF) …
Ensembled deep learning for the classification of human sperm head morphology
L Spencer, J Fernando, F Akbaridoust… - Advanced Intelligent …, 2022 - Wiley Online Library
Infertility is a growing global health concern, with male factor infertility contributing to half of
all cases. Semen analysis is crucial to infertility diagnostics. However, sperm morphology …
all cases. Semen analysis is crucial to infertility diagnostics. However, sperm morphology …
Current updates on involvement of artificial intelligence and machine learning in semen analysis
MK Panner Selvam, AK Moharana, S Baskaran… - Medicina, 2024 - mdpi.com
Background and Objectives: Infertility rates and the number of couples undergoing
reproductive care have both increased substantially during the last few decades. Semen …
reproductive care have both increased substantially during the last few decades. Semen …
Sulfur dioxide may predominate in the adverse effects of ambient air pollutants on semen quality among the general population in Hefei, China
Previous studies have reported potential adverse effects of exposure to ambient air
pollutants on semen quality in infertile men, but studies on the general population have …
pollutants on semen quality in infertile men, but studies on the general population have …