Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 68,241 to 68,250 of 233,231 articles

Solution to data imbalance and complex interactions in traffic conflict modeling: a hypergraph and generative AI approach.

Accident; analysis and prevention Dec 8, 2025
Existing traffic conflict models face challenges in handling minority class samples and capturing dynamic interactions in complex traffic scenarios. These limitations hinder model generalization and real-world applicability. This study employs an enh... read more 

Corrigendum to 'Machine learning-based prediction of delirium in older patients with chronic kidney disease requiring intensive care: A hospital-based retrospective cohort study' [Journal of Psychosomatic Research, 200 (2026), article PSR_112454].

Journal of psychosomatic research Dec 8, 2025
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Comparative performance of machine learning vs classical formulas for LDL-cholesterol calculation.

Clinica e investigacion en arteriosclerosis : publicacion oficial de la Sociedad Espanola de Arteriosclerosis Dec 8, 2025
INTRODUCTION: Low-density lipoprotein cholesterol (LDL-C) is a significant cardiovascular risk factor, as direct measurement is expensive and often unavailable in most clinical laboratories. The Friedewald formula (FD), despite its widespread use sin... read more 

Current state of machine learning implementation in pharmaceutical process modeling for oral solid dosage forms.

International journal of pharmaceutics Dec 8, 2025
Driven by the Food and Drug Administration's Quality-by-Design initiative and the advancements of Industry 4.0, the pharmaceutical industry is transitioning from traditional batch manufacturing to advanced manufacturing. This transition requires resh... read more 
Artificial Intelligence Machine Learning Administration, Oral Quality Control Drug Compounding Technology, Pharmaceutical Dosage Forms

Analysis of the influential factors of depression in the elderly based on CHARLS through partial least squares structural equation and random forest modeling.

Journal of affective disorders Dec 8, 2025
OBJECTIVE: We aimed to explore how influential factors, such as chronic diseases, disability and social support, affect depressive symptoms in older adults, and to analyze the main influential factors on depression in different age groups. METHODS: P... read more 

Mental disorders & self-injurious thoughts and behaviors predict high risk of role impairment among university students - results from the world mental health international college student initiative.

Journal of affective disorders Dec 8, 2025
OBJECTIVE: We examined psychopathological conditions accounting for the highest risk of role impairment among university students. METHOD: Cross-sectional online survey of first-year students (60 universities, 10 countries) assessing role impairment ... read more 

Development of a machine learning-based prediction model for bipolar disorder relapse via integration of 1H-NMR metabolomics and clinical features.

Journal of affective disorders Dec 8, 2025
BACKGROUND: Bipolar disorder (BD) is a chronic psychiatric illness characterized by recurrent episodes of depression and mania, with a global lifetime prevalence of 0.6-1 %. Patients experience high relapse rates despite treatment, while existing pre... read more 

Response to Ke et al., "Methodological considerations of GPT-4 vision in dermoscopic image analysis".

Journal of the American Academy of Dermatology Dec 8, 2025
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Methodological considerations of GPT-4 Vision in dermoscopic image analysis: comment on "Comparative assessment of GPT-4 Vision in dermoscopic image analysis".

Journal of the American Academy of Dermatology Dec 8, 2025
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How to Probe Dynamics of Brain Function: A Narrative Review.

Biological psychiatry Dec 8, 2025
The brain is the quintessential complex dynamic system. Static analytic approaches, such as time-averaged connectivity or correlations, remain widely used but cannot characterize dynamic processes that are central to brain function and dysfunction. F... read more 
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