AI Medical Compendium

Machine learningdriven framework for realtime air quality assessment and predictive environmental health risk mapping.

Scientific reports Aug 6, 2025

This research introduces a practical and innovative approach for real-time air quality assessment and health risk prediction, focusing on urban, industrial, suburban, rural, and traffic-heavy environments. The framework integrates data from multiple ... read more

Humans Machine Learning Risk Assessment Environmental Monitoring Air Pollutants Air Pollution Environmental Health

Next-generation smart wound dressings: AI integration, biosensors, and electrospun nanofibers for chronic wound therapy.

Journal of biomaterials science. Polymer edition Aug 6, 2025

Polymeric biomaterials, particularly electrospun nanofibers, are increasingly central to the development of advanced wound dressings capable of supporting tissue regeneration while enabling real-time physiological monitoring. Chronic wounds associate... read more

Probability-Based Early Warning for Seasonal Influenza in China: Model Development Study.

JMIR medical informatics Aug 6, 2025

BACKGROUND: Seasonal influenza is a major global public health concern, leading to escalated morbidity and mortality rates. Traditional early warning models rely on binary (0/1) classification methods, which issue alerts only when predefined threshol... read more

Humans Machine Learning Risk Assessment China Influenza, Human Seasons Probability

A workflow for statistical analysis and visualization of microbiome omics data using the R microeco package.

Nature protocols Aug 6, 2025

The increasing complexity of experimental designs and the volume of data in the microbiome field, along with the diversification of omics data types, pose substantial challenges to statistical analysis and visualization. Here we present a step-by-ste... read more

Breeding 5.0: Artificial intelligence (AI)-decoded germplasm for accelerated crop innovation.

Journal of integrative plant biology Aug 6, 2025

Crop breeding technologies are vital for global food security. While traditional methods have improved yield, stress tolerance, and nutrition, rising challenges such as climate instability, land loss, and pest pressure now demand new solutions. This ... read more

Toward automated assessment of conjunctival hyperemia: A semisupervised artificial intelligence approach.

Annals of the New York Academy of Sciences Aug 6, 2025

This paper develops an automated approach for conjunctival hyperemia grading from slit-lamp images using semisupervised learning. We conducted a retrospective study including slit-lamp images from two study sites. Two independent graders assessed the... read more

Machine learning approaches for predicting the structural number of flexible pavements based on subgrade soil properties.

Scientific reports Aug 6, 2025

This study presents a machine learning approach to predict the structural number of flexible pavements using subgrade soil properties and environmental conditions. Four algorithms were evaluated, including random forest, extreme gradient boosting, gr... read more

Determination of high-confidence germline genetic variants in next-generation sequencing through machine learning models: an approach to reduce the burden of orthogonal confirmation.

BMC genomics Aug 6, 2025

Spatiotemporal instability analysis of active traveller injury severities with small sample size and imbalanced crash data.

International journal of injury control and safety promotion Aug 6, 2025

Active traveller (including pedestrians and bicyclists) crashes pose significant challenges to sustainable transportation. Active traveller injury severities not only demonstrate temporal variations, but also differ across different functional zones ... read more

Socioeconomic impact of artificial intelligence-driven point-of-care testing devices for liquid biopsy in the OncoCheck system.

Cancer metastasis reviews Aug 6, 2025

Cancer disparities in low- and middle-income countries (LMICs) persist because of socioeconomic inequalities and limited access to screening infrastructure, which requires equitable diagnostic solutions. As researchers, we need to develop interventio... read more

Humans Artificial Intelligence Neoplasms Socioeconomic Factors Early Detection of Cancer Point-of-Care Testing Liquid Biopsy

Artificial Intelligence Medical Compendium