AI Medical Compendium

MAGED: Multimodal attentive graph learning with gene expression dynamics on knowledge graphs for TCM target prediction.

Journal of ethnopharmacology Jan 15, 2026

ETHNOPHARMACOLOGICAL RELEVANCE: Plants used in traditional medicine have long provided valuable clues for drug discovery, yet systematically connecting their documented therapeutic effects with modern understanding of biological mechanisms remains a ... read more

Towards reliable feature interpretation in machine learning-based longevity prediction.

Annals of epidemiology Jan 15, 2026

Machine learning frameworks for predicting pulmonary cell toxicities induced by metal ions in the atmosphere.

Environmental pollution (Barking, Essex : 1987) Jan 15, 2026

Metals in PM2.5 are closely associated with cardiopulmonary disease endpoints, potentially attributable to ionic species-induced oxidative stress effects. Computational prediction of metal ion respiratory toxicity remains challenging due to complex v... read more

Systematic optimisation of carrier particle geometry in interactive powder mixtures via a parametric design approach using Bayesian Optimisation.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences Jan 15, 2026

In this study, a systematic approach for improving the carrier particle geometry in interactive mixtures was conducted. For the evaluation of the geometries, an in-silico model was used, which allowed the creation of a carrier particle loaded with dr... read more

Optimizing wastewater treatment through combined deep learning and deep reinforcement learning: Recent advances and future prospects.

Environmental research Jan 15, 2026

Wastewater treatment plants (WWTPs) are critical components of urban infrastructure, and enhancing their performance while reducing carbon emissions is essential for advancing sustainable urban development. However, WWTPs often face challenges such a... read more

Complex Interactions Between Stress, Nutrition, Gut Microbiota, and Infectious Diseases and Their Impact on Health in Global Conflicts: A Narrative Review.

The Journal of nutritional biochemistry Jan 15, 2026

Following the global recovery from the COVID-19 pandemic, wars and conflicts have escalated to levels unseen since the Cold War. It is well known that conflict is accompanied not only by significant losses among both military personnel and civilians ... read more

CvTFuse: An unsupervised medical image fusion method of gliomas T1-DWI mode.

Magnetic resonance imaging Jan 15, 2026

BACKGROUND: DWI can provide microscopic information on the diffusion of water molecules, whereas T1WI can provide high-resolution anatomical and histological information. PURPOSE: Accurately and effectively fusing different MRI modalities can precise... read more

Explainable AI-assisted hybrid self-organising maps and deep learning algorithms for detecting pistachio adulteration with peas.

Food additives & contaminants. Part A, Chemistry, analysis, control, exposure & risk assessment Jan 15, 2026

In this study samples of raw pistachio nuts were prepared containing from 0% to 60% adulteration with dried peas. This training set of samples were analysed by Raman spectroscopy at frequencies from 200 to 2000 cm-1 and an integrated AI model was use... read more

Development of team-based and individualised speed zone thresholds for elite club-level women's soccer.

Science & medicine in football Jan 15, 2026

Speed zone thresholds in women's soccer are often based on thresholds derived from the men's game. This study applied a data-mining approach to generate (a) team-based speed zone thresholds, and (b) individualised speed zone thresholds for elite fema... read more

Machine learning and food inspection: use of Bayesian Network modeling to support official controls in the food industries.

Italian journal of food safety Jan 15, 2026

This study aims to develop a machine learning model capable of predicting the type of non-compliance (NC) most likely to be detected by competent authorities during official control of food establishments based on their structural, product, and manag... read more

Artificial Intelligence Medical Compendium