AI Medical Compendium

Artificial Intelligence: What Are We losing?

Holistic nursing practice May 19, 2026

Machine Learning Prediction Model for Dyslipidemia and Its Association With Atherothrombotic Events in 3 Independent Cohorts From South Korea, Japan, and the United Kingdom: Algorithm Development and Validation Study.

JMIR medical informatics May 19, 2026

BACKGROUND: Dyslipidemia is a multifactorial and complex condition that warrants investigation through advanced analytical approaches such as machine learning (ML). Few previous ML studies predicting dyslipidemia have been validated across multiple i... read more

How Silica Surface Chemistry Modulates Interfacial Water: Insights from Machine Learning Molecular Dynamics.

ACS applied materials & interfaces May 19, 2026

Controlling water structure and dynamics at silica interfaces are central to a wide range of technologies, including protective oxide layers for solar water splitting and nanoporous membranes. In this work, we develop a machine learning interatomic p... read more

Co-Lifecycle Governance for Learning Medical AI: A Hybrid Convergence Framework for Adaptive Regulatory Oversight.

Journal of medical Internet research May 19, 2026

Artificial intelligence (AI) in health care is increasingly defined not by static algorithms but by adaptive intelligence-systems that evolve over time through interactions with data, clinicians, and clinical environments. This adaptive capacity crea... read more

Application of an AI-Based Pediatric Early Warning Score in the Pediatric Emergency Department: Cross-Sectional Study.

JMIR formative research May 19, 2026

BACKGROUND: Pediatric emergency departments see a high volume of patients. Given that children often cannot describe their condition and there is a shortage of nursing staff, it is essential to identify the early warning signs of adverse conditions a... read more

Detection of Posttraumatic Stress Disorder With Rest-Activity Data: Machine Learning Approach Using Wearable and Self-Report Data.

JMIR formative research May 19, 2026

BACKGROUND: Growing evidence suggests that disruptions in rest-activity rhythms may serve as relevant markers of posttraumatic stress disorder (PTSD). Despite the emergence of machine learning methods applied to actigraphy and self-report data, few s... read more

Experiences and Perceptions of Clinical and Graduate Medical Students Regarding AI in Syria: Cross-Sectional Study.

JMIR medical education May 19, 2026

BACKGROUND: Artificial intelligence (AI) tools have revolutionized various aspects of education and health care in recent years. Their influence extends across multiple domains of medical education, from traditional learning to research and foreign l... read more

Determinants of Medical Help-Seeking Behavior Following Case Finding of Early Cognitive Impairment: Semistructured Interview Study of Patients and Caregivers.

JMIR aging May 19, 2026

BACKGROUND: Timely medical follow-up after a diagnosis of cognitive impairment, such as mild cognitive impairment (MCI) or dementia, is imperative for initiating appropriate medical treatment and accessing comprehensive care management and psychosoci... read more

Composite small vessel disease scores predict hemorrhagic transformation after thrombectomy: a machine learning study.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia May 19, 2026

BACKGROUND: Hemorrhagic transformation (HT) is a major complication of acute ischemic stroke (AIS), especially after mechanical thrombectomy (MT) and thrombolysis. This study evaluated whether composite small vessel disease (CSVD) scores-modified Sma... read more

Biomarkers in preclinical and early Alzheimer's disease in China: a scoping review.

The journal of prevention of Alzheimer's disease May 19, 2026

This scoping review synthesizes evidence on fluid and neuroimaging biomarkers for preclinical and early Alzheimer's disease (AD)-including mild cognitive impairment (MCI) and mild AD dementia-in Chinese populations, where a comprehensive overview has... read more

Artificial Intelligence Medical Compendium