AI Medical Compendium

Integrated statistical and machine-learning optimization for enhanced heparosan production by Lactococcus lactis.

Preparative biochemistry & biotechnology Jul 17, 2026

Lactococcus lactis SH6 was engineered for heterologous heparosan production, and its growth medium was optimized using a combination of experimental design and machine learning (ML). One-factor-at-a-time shake flask experiments revealed glucose (10 g... read more

The Science of Preventing Delirium: Trends, Knowledge Gaps, and Future Directions Revealed Through Bibliometric Insights.

Journal of perianesthesia nursing : official journal of the American Society of PeriAnesthesia Nurses Jul 17, 2026

PURPOSE: To examine global research trends in delirium prevention through a bibliometric analysis and provide a structured overview of its development and emerging directions. DESIGN: A bibliometric analysis. METHODS: Data were retrieved from the Web... read more

AI analysis of elastin staining sections reveals the biological implications of cancer-related fibrosis in small-sized lung adenocarcinomas.

Lung cancer (Amsterdam, Netherlands) Jul 17, 2026

OBJECTIVE: Pathological "invasion" influences patient prognosis in lung adenocarcinoma (LUAD); however, diagnosis is often associated with high interobserver variability because non-lepidic adenocarcinoma (NLA) and cancer-related fibrosis (CRF) are i... read more

Bias and Fairness Across the Healthcare AI Lifecycle: A Clinician-Oriented Review.

Balkan medical journal Jul 17, 2026

Artificial intelligence (AI) is increasingly being investigated and, in selected clinical settings, implemented to support diagnosis, triage, and workflow optimization. Although these systems have the potential to improve access, consistency, and eff... read more

Supervised artificial intelligence classification of clinker processing conditions by optical microscopy.

Journal of microscopy Jul 17, 2026

Optical microscopy is known to be a powerful technique for the characterization of industrial clinkers, allowing for obtaining valuable information on many aspects of the production process. The time required for the preparation of samples and collec... read more

A Brønsted-Evans-Polanyi Relationship-Guided Machine Learning Model for Predicting H2 Activation Mechanism over Indium Oxide Surfaces across Various Oxygen Vacancies Coverages.

The journal of physical chemistry letters Jul 17, 2026

H2 activation mechanism governs the activity, selectivity, and stability of CO2 hydrogenation over In2O3 surfaces, which varies with the coverages of oxygen vacancies under the realistic reaction conditions. Herein, we systematically map H adsorption... read more

Dynamic driving risk quantification and Informer-based prediction for heavy vehicles during right turns at intersections.

Traffic injury prevention Jul 17, 2026

OBJECTIVE: The right-turn risk of heavy vehicles at urban intersections has become a significant challenge for urban traffic safety management. However, most existing studies focus on static risk factors, lacking dynamic risk quantification and predi... read more

Letter to the Editor: Patient education support is not equivalent to informed consent adequacy: reflections on the role of large language models in radiology.

The British journal of radiology Jul 17, 2026

Prediction of Central Lymph Node Metastasis in Papillary Thyroid Carcinoma Using Multi-Ultrasound Radiomics of Intratumoral and Peritumoral Regions.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Jul 17, 2026

OBJECTIVE: The aim of this study was to integrate multimodal intratumoral and peritumoral ultrasound radiomic features with clinical data to construct a predictive model for central lymph node metastasis (CLNM) in patients with papillary thyroid carc... read more

Relevance and Implications of Precision Nutrition to Nutrition Education and Behavior Research, Practice, and Policy.

Journal of nutrition education and behavior Jul 17, 2026

Precision Nutrition (PN) is a rapidly evolving field, yet the implications are unknown for nutrition education and behavior. The objectives of this perspective are to describe current nutrition education and behavior research as it relates to PN and ... read more

Artificial Intelligence Medical Compendium