AI Medical Compendium

Identifying the diagnostic utility of artificial intelligence for elbow effusion detection: A systematic review and meta-analysis.

Emergency radiology Feb 25, 2026

Reducing demographic bias in biomedical machine learning for cancer detection using cfDNA methylation.

Genome biology Feb 25, 2026

BACKGROUND: Machine learning models in biomedical research are often hindered by demographic imbalances in clinical datasets, leading to biased predictions that disadvantage minority populations. Existing bias-correction methods face limitations in h... read more

Early Detection of Traumatic Brain Hematoma Using Machine Learning-Powered Near-Infrared Spectroscopy: A Case Report in a Kabaddi Player.

Clinical journal of sport medicine : official journal of the Canadian Academy of Sport Medicine Feb 25, 2026

Traumatic brain injury is a significant concern in contact sports, with concussions being the most common type. Kabaddi, a high-contact sport, carries a high risk of head injuries, yet limited research has addressed their acute neurological impact. C... read more

Standards-Aligned Integration of Artificial Intelligence and Simulation in Nursing Professional Development for Novice Nurse Readiness.

Journal for nurses in professional development Feb 25, 2026

As artificial intelligence (AI) reshapes health care delivery, nursing professional development (NPD) educators must develop digital readiness in novice nurses. Recent accreditation trends for transition-to-practice programs have formalized curriculu... read more

How much EEG is needed for deep learning with convolutional neural networks? Predicting the benefit from additional data.

Journal of neural engineering Feb 25, 2026

Objective.This study quantifies how the accuracy of convolutional neural networks for electroencephalogram (EEG) classification depends on the amount of training data and evaluates parametric models for extrapolating performance to larger datasets.Ap... read more

Targeting signaling pathways in lymphoma: From molecular mechanisms to clinical breakthroughs.

Chinese medical journal Feb 25, 2026

The treatment paradigm for lymphoma, a highly heterogeneous group of hematologic malignancies, has been revolutionized by the development of therapies targeting oncogenic signaling pathways. This shift from conventional chemotherapy to precision medi... read more

EXPRESS: A Sentiment Analysis Study for Reflecting Society Insights on COVID-19 Vaccine Mid-Term Side Effects.

Journal of investigative medicine : the official publication of the American Federation for Clinical Research Feb 25, 2026

Social media discourse has the capacity to influence public perceptions of health-related issues. Understanding how vaccine side effects are discussed online is therefore important for anticipating potential reactions-such as acceptance or hesitancy-... read more

Dissecting burden of alcoholic cardiomyopathy: age-period-cohort analysis from the global burden of disease study 2019.

Clinical and experimental hypertension (New York, N.Y. : 1993) Feb 25, 2026

BACKGROUND: Alcoholic cardiomyopathy (ACM) is a major cause of cardiovascular morbidity and mortality, characterized by ventricular dilation and impaired contractility resulting from chronic heavy alcohol use. Understanding its temporal and demograph... read more

Microbial fermentation of cereals: nutritional, techno-functional, and compositional transformations toward data-driven process optimization.

Critical reviews in food science and nutrition Feb 25, 2026

Cereal fermentation represents a cornerstone of food bioprocessing that transforms staple grains into nutrient-dense, functionally enhanced ingredients. This review consolidates evidence on the ways in which microbial fermentation by bacteria, yeasts... read more

Association between hypothermic machine perfusion parameters and graft function in deceased donor kidney transplantation.

Annals of medicine Feb 25, 2026

BACKGROUND: Kidney transplantation (KT) is the most effective treatment for end-stage renal disease. Hypothermic machine perfusion (HMP) can improve renal energy metabolism and reduce ischemia-reperfusion injury compared with static cold storage. Thi... read more

Artificial Intelligence Medical Compendium