AI Medical Compendium

Integrated weighted gene co-expression network analysis and machine learning analysis identifies SEC14L5 as a potential biomarker for polycystic ovary syndrome.

European journal of medical research Mar 6, 2026

BACKGROUND AND AIMS: To identify novel biomarkers and therapeutic targets for polycystic ovary syndrome (PCOS) using integrated bioinformatics approaches. METHODS: We integrated two microarray datasets (GSE34526, n = 10; GSE137684, n = 12) and valida... read more

A multi-modal deep learning network for the classification of paramagnetic rim and remyelinated lesions in multiple sclerosis.

Multiple sclerosis (Houndmills, Basingstoke, England) Mar 6, 2026

OBJECTIVES: Robust automated classification of paramagnetic rim lesions (PRLs) and remyelinated lesions based on iron and myelin content in people with multiple sclerosis (pwMS). MATERIALS AND METHODS: In this prospective study (2018-2022), three-dim... read more

Intelligent Acousto-Electrical Metamaterials (IAM) for Sound Source Detection.

Advanced materials (Deerfield Beach, Fla.) Mar 6, 2026

Acoustic transducers are essential for object localization and environmental sensing. Conventional transducers rely on piezoelectric crystals, whose acoustic-electric response is fixed by the crystal lattice's inherent asymmetry and orientation. This... read more

Triage Nurses' Perceptions of Artificial Intelligence: A Cross-Sectional Study.

Journal of emergency nursing Mar 6, 2026

INTRODUCTION: Emergency department crowding and increasing patient complexity challenge traditional triage models. Artificial intelligence may support triage decision making, but nurses' perceptions shape real-world adoption. METHODS: We conducted a ... read more

Nitenpyram promotes breast cancer progression via PARP1: Integration of multi-omics analyses with experimental validation.

Ecotoxicology and environmental safety Mar 6, 2026

Nitenpyram (NIT) is an insecticide used primarily for flea control in pets, especially cats and dogs. Some studies suggest that NIT is associated with cancer development, but the mechanisms involved are unclear. In this study, we integrated multi-pla... read more

The steps of constructing and validating an algorithm to identify chronic kidney disease patients in medical administrative databases.

Journal of epidemiology and population health Mar 6, 2026

Chronic kidney disease (CKD) represents a heavy global health burden associated with increased mortality and morbidity and high economic impact. Chronic kidney disease, which is largely asymptomatic and is diagnosed based on laboratory tests, is part... read more

Artificial intelligence: Moving fast, understanding slowly. Are we leading or just reacting?

Radiography (London, England : 1995) Mar 6, 2026

Linking neural manifolds to circuit structure in recurrent networks.

Neuron Mar 6, 2026

Dimensionality reduction methods are widely used in neuroscience to investigate two complementary aspects of neural activity: the distribution of single-neuron functional properties and the low-dimensional collective dynamics of population activity. ... read more

Proteogenomic characterization delineates clinically relevant subtypes of advanced differentiated thyroid cancer.

Cell reports. Medicine Mar 6, 2026

Advanced differentiated thyroid cancer (DTC) is characterized by limited therapeutic options and unfavorable prognosis. To address this, we conduct proteogenomic analysis of 113 advanced DTCs, identifying three molecularly distinct subtypes: canonica... read more

Towards decision-ready explainable machine learning for water quality management using a consistency index and cross-validated feature-selection framework.

Environmental research Mar 6, 2026

Reliable prediction and interpretation of water quality dynamics are essential for environmental monitoring and risk-informed water resources management. Explainable machine learning (XML) offers means to interpret complex predictive models; however,... read more

Artificial Intelligence Medical Compendium