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#1591Computer Science & AIFront Page19 November 2025

Deep Learning Model Detects Depression via Speech Patterns with 99% Accuracy

Researchers have developed a sophisticated artificial intelligence system capable of diagnosing depression solely by analysing voice recordings. By cleaning audio data and employing a specialised neural network optimized by a 'battle royale' algorithm, the method achieved a remarkable 99.26 per cent accuracy rate.

By Ashok Kumar, Domala, Sajjan, Bhadavath, Jadapalli, Vemula

#1592Environmental ScienceFront Page27 December 2025

Evaluating Covered Pits for Livestock Manure Management in Arid Zones

A 90-day field trial suggests that covered composting pits significantly improve soil moisture and nitrate retention compared to open pits. However, the short study duration limits conclusions regarding long-term soil fertility stability in arid environments.

By Lesharana, Otieno, Ngie, Gweyi-Onyango

#1593NeuroscienceFront Page14 February 2026

Validating Alzheimer's Disease Plasma Biomarkers in Latin American Populations

A study of 318 Chilean adults confirms that blood-based markers track neurodegeneration effectively in Latin American cohorts. While p-tau217 identifies established dementia with high accuracy, current tools lack the sensitivity to reliably detect early-stage mild cognitive impairment.

By Orellana, Henríquez, Cabral-Miranda, Hernandez, Ferreira, Bellaver, Caviedes, Pizarro, Gonzalez-Silva, Marin-Diaz, Riquelme, Pozo, Damm, Court, Gonzalez-Billault, Lillo, Thumala-Dockendorff, Cerda, Villagra, de la Cruz, K Karikari, Ibañez, Zetterberg, A Pascoal, Duran-Aniotz, Slachevsky

#1594Genetics & Molecular BiologyFront Page16 February 2026

Scrutinising the Bacillus Probiotic Potential of Indigenous Yogurt Strains

Researchers isolated Bacillus strains from Pakistani yogurt to evaluate their viability as probiotics. While genomic sequencing revealed stress resilience and antimicrobial properties in one strain, the discovery of antibiotic resistance genes raises significant safety concerns.

By Raheel, zia, Owais, Hayat, Iqbal, Haider, Tariq

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