AI Medical Compendium

Early implementation of an artificial intelligence content labeling system in perioperative care: experience in the second stage of EU-AI Act implementation.

Minerva anestesiologica Feb 24, 2026

Machine Learning Interatomic Potentials Enable Molecular Dynamics Simulations of Doped MoS2.

Journal of chemical theory and computation Feb 24, 2026

Dopants can tune the performance of MoS2 in various applications, but the use of molecular dynamics simulations for doped MoS2 materials discovery is limited by the lack of multidopant interatomic potentials. Universal machine learning interatomic po... read more

Screening Biomarkers for Nerve Injury Using Weighted Gene Co‐Expression Network Analysis and Machine Learning.

Brain and Behavior Feb 24, 2026

BACKGROUND: Nerve injury triggers complex molecular responses involving immune activation and neuronal damage, yet the key regulatory genes and their mechanisms remain poorly understood. Here, we integrated multi‐transcriptomic datasets and machine l... read more

Microplastic detection and recognition system enabled by a triboelectric nanogenerator and machine learning techniques.

The Analyst Feb 24, 2026

The toxicity of microplastic pollutants is closely associated with their material, size, and concentration. However, current detection methods are plagued by issues such as high cost, long processing times, and inadequate database coverage. Therefore... read more

Leveraging AI solutions for sustainable practice in pediatric radiology: a practical guide and an educational tool.

Pediatric radiology Feb 24, 2026

Pediatric imaging presents distinct and urgent sustainability challenges, in part driven by its unique subspecialty demands: safeguarding the lifetime radiation risks of children, providing accurate diagnoses during their dynamic periods of growth, a... read more

A Surface-Enhanced Raman Scattering-Digital Microfluidics Biosensing Platform Integrated with a 1D-Convolutional Neural Network for Noninvasive Detection of Inflammation Markers.

ACS sensors Feb 24, 2026

The noninvasive detection of multiple inflammatory markers (IMs) for early sepsis diagnosis is challenging. Therefore, herein, we innovatively developed an integrated sensing platform based on surface-enhanced Raman scattering (SERS) and digital micr... read more

Diagnostic accuracy of deep learning vs. human raters for detecting osteoporotic vertebral compression fractures in routine CT scans.

European radiology Feb 24, 2026

OBJECTIVES: Vertebral fractures are severe complications of osteoporosis but are frequently missed on computed tomography (CT). Differentiating true fractures from non-osteoporotic vertebral height loss remains challenging; deep learning (DL) models ... read more

Correction: Deep learning-based image enhancement for improved black blood imaging in brain metastasis.

European radiology Feb 24, 2026

Machine learning-based model for prediction of KCNJ5 mutation in unilateral primary aldosteronism based on [68Ga]Ga-Pentixafor PET/CT.

EJNMMI research Feb 24, 2026

Which of the five anthropometric and lipid-based indexes best predicts hypertension? A machine learning approach.

Internal and emergency medicine Feb 24, 2026

Hypertension is associated with anthropometric and lipid-based indexes. This study aimed to examine and compare the predictive performance of these indexes, individually and in combination, using conventional statistical methods and modern machine le... read more

Artificial Intelligence Medical Compendium