A step forward in treating serious genetic disorders prenatally
Peer-Reviewed Publication
Updates every hour. Last Updated: 29-Jul-2025 05:10 ET (29-Jul-2025 09:10 GMT/UTC)
A multidisciplinary team of researchers has developed an artificial intelligence (AI) model that can predict acute child malnutrition in Kenya up to six months in advance. The tool offers governments and humanitarian organizations critical lead time to deliver life-saving food, health care, and supplies to at-risk areas.
The machine learning model outperforms traditional approaches by integrating clinical data from more than 17,000 Kenyan health facilities with satellite data on crop health and productivity. It achieves 89% accuracy when forecasting one month out and maintains 86% accuracy over six months — a significant improvement over simpler baseline models that rely only on recent historical child malnutrition prevalence trends.
Loneliness has been long recognized as an adverse outcome of hearing loss, but whether it contributes to hearing loss as a risk factor has remained unclear. In this cohort study using data from 490,865 UK Biobank participants, researchers found that individuals who reported feeling lonely at baseline were significantly more likely to develop hearing loss over a median 12.3-year follow-up period. The study, published in Health Data Science, controlled for a broad range of demographic, lifestyle, clinical, and genetic factors, yet loneliness remained an independent predictor of incident hearing loss.
The association was most pronounced for sensorineural hearing loss and stronger in women than in men. The findings highlight a possible bidirectional relationship between loneliness and hearing loss, suggesting a reinforcing cycle. The authors propose that loneliness may affect auditory health through mechanisms such as inflammation, stress-related neuroendocrine changes, and unhealthy behavior patterns. The research team aims to explore these pathways in future studies and evaluate whether interventions that reduce loneliness can mitigate hearing loss risk.