AI Medical Compendium

Task-aware multiple instance learning for stress detection from facial video data.

Journal of affective disorders Feb 20, 2026

Stress is a prevalent condition linked to a wide range of mental and physical health disorders. Timely detection of stress is critical for enabling early interventions and promoting long-term well-being. Traditional detection methods based on physiol... read more

Age-related neural dynamics revealed by time-domain fNIRS decoding of audiovisual dual-task processing.

Behavioural brain research Feb 20, 2026

Healthy aging is accompanied by widespread changes in cortical structure and function, particularly within networks supporting multisensory integration and cognitive control. However, it remains unclear whether age-related neural alterations can be r... read more

Standardizing case definitions for hoof lesions and lameness: A scoping review to improve machine learning applications in dairy cattle.

Journal of dairy science Feb 20, 2026

Lameness in dairy cattle, primarily caused by hoof lesions, remains a widespread issue in North America with significant welfare, economic, and sustainability impacts. Although emerging technologies incorporating machine learning offer promising solu... read more

3D Cardiac Magnetic Resonance Substrate Features-Based Machine Learning Model for Post-myocardial Infarction Risk Stratification: a Multicenter Study.

The Canadian journal of cardiology Feb 20, 2026

BACKGROUND: Accurate risk stratification post-myocardial infarction (MI) remains challenging. This study aimed to develop interpretable machine learning (ML) models integrating 3D cardiac magnetic resonance (CMR) substrate features to predict major a... read more

Artificial intelligence-supported polyp detection (CADe) at colonoscopy reduces the detection of high grade dysplasia and invasive cancer.

Endoscopy Feb 20, 2026

Building a durable "rural-to-center" endoscopy artificial intelligence system: practical enhancements for scale.

Endoscopy Feb 20, 2026

Let's Talk Tech: The Role of Technology in Neurology Education.

Seminars in neurology Feb 20, 2026

As a field, neurology can seem complicated, overwhelming, and at times ambiguous and uncertain. However, novel technological developments-including artificial intelligence-can be used to decrease "neurophobia," foster enthusiasm about our specialty, ... read more

From Clinic to Community: An Interpretable Artificial Intelligence Framework for Enamel Caries Detection to Support Public Health Dentistry.

European journal of dentistry Feb 20, 2026

Dental enamel caries is among the most prevalent oral diseases worldwide. Early detection is essential, as incipient lesions can be managed with noninvasive therapies. Conventional methods, such as visual-tactile inspection and radiography, remain li... read more

Artificial intelligence and medicine: an epistemological inquiry.

Medical humanities Feb 20, 2026

Artificial intelligence (AI) in medicine inspires both enthusiasm and concern. It introduces an unprecedented development in the history of knowledge: for the first time, understanding is being generated by a non-human agent. This shift takes on part... read more

Narrative as technology: the role of the medical humanities in responding to emerging biomedical technologies.