AI Medical Compendium

A hybrid graph attention network with multi-dimensional features for enhanced EEG-based emotion recognition.

Biomedical physics & engineering express Feb 16, 2026

Emotion recognition using electroencephalogram (EEG) signals is a growing focus in affective computing due to its wide-ranging applications in human-computer interaction. However, many existing studies process EEG signals as independent one-dimension... read more

Comprehensive multimodal prediction of Alzheimer's disease.

Biomedical physics & engineering express Feb 16, 2026

Alzheimer's disease (AD) classification using machine learning has increasingly relied on multimodal inputs such as Magnetic Resonance Imaging (MRI), cognitive assessments, and biological markers. This study evaluates whether integrating these source... read more

Clinical validation of perfusion imaging with pulmonary function test data using Voronoi-based discretization.

Physics in medicine and biology Feb 16, 2026

Accurate lung function assessment is essential for diagnosing and managing diseases like COPD, pulmonary emboli, and lung cancer. Single-photon emission computed tomography (SPECT) provides valuable 3D functional imaging of ventilation and perfusion,... read more

Evaluating dual-path temporal fusion strategies for multi-modal hand gesture recognition under limb-position variability.

Journal of neural engineering Feb 16, 2026

OBJECTIVE: Wearable biosignal-based hand gesture recognition (HGR) is a key enabling technology for prosthetic hand control, but its reliability is often affected by limb-position variability and other real-world confounding factors. This stu... read more

Approach to Optimizing Tranexamic Acid Use in Trauma: Potential Utilization of Trauma Phenotypes.

Thrombosis and haemostasis Feb 16, 2026

Tranexamic acid (TXA) reduces mortality in patients with trauma; however, optimal patient selection remains unclear. This study aimed to identify trauma subgroups most likely to benefit from TXA administration by integrating systematic evidence mappi... read more

Advancing Neurology in the Age of Artificial Intelligence.

Seminars in neurology Feb 16, 2026

Temporomandibular Disorders Diagnosis: Current Challenges and the Promising Role of Artificial Intelligence.

European journal of dentistry Feb 16, 2026

Temporomandibular disorders (TMDs) are a group of musculoskeletal and joint-related conditions affecting the temporomandibular joint (TMJ), masticatory muscles, and associated structures. They are among the most common causes of non-dental orofacial ... read more

Digital pathology-based artificial intelligence algorithms in prostate cancer: inside the 'black box'.

BJU international Feb 16, 2026

Artificial intelligence (AI) algorithms leveraging digital pathology slides are currently transforming the way urological cancers are diagnosed and graded, and they add additional prognostic, predictive and molecular subtyping information beyond trad... read more

Emerging Roles of Multiparametric Biodosimetry and Artificial Intelligence in Advancing Radiation Dose Assessment for Triage.

Radiation research Feb 16, 2026

Biodosimetry plays a crucial role in radiation emergency preparedness and response by enabling efficient allocation of medical resources through prioritization of individuals needing urgent care to improve survival outcomes. Because currently availab... read more

Advances and applications in tumor organoid research Harnessing human tumor organoids for cancer modeling and precision therapy.

Protein & cell Feb 16, 2026

Human tumor organoids represent a paradigm shift in cancer modeling, overcoming critical limitations of conventional systems by faithfully recapitulating genetic heterogeneity, three-dimensional architecture, and tumor microenvironment dynamics of pa... read more

Artificial Intelligence Medical Compendium