Hong Kong researchers develop AI model that detects fertile sperm with 96% accuracy
HKU researchers trained model by examining more than 40,000 sperm images from 117 men diagnosed with infertility
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Hong Kong researchers develop AI model that detects fertile sperm with 96% accuracy
The team further developed the model by examining more than 40,000 sperm images involving 117 men who were diagnosed with infertility or had the condition without a clear cause.
“Traditionally, technicians at the laboratories identify fertile sperm under a microscope in accordance with the guidelines of the World Health Organization. But these methods were not standardised, and results can vary in different laboratories,” said William Yeung Shu-biu, professor of the department of obstetrics and gynaecology at HKU’s clinical medicine school.
Yeung said that traditional methods relied heavily on laboratory technicians’ judgment, making the process subjective and prone to human error. He added that these methods often failed to identify subtle abnormalities in sperm.
According to the WHO, infertility will become the third most common disease after cancer and cardiovascular disease in the 21st century. Male factors contribute to 20 to 70 per cent of infertility cases.