AI Medical Compendium

Socioeconomic impact of artificial intelligence-driven point-of-care testing devices for liquid biopsy in the OncoCheck system.

Cancer metastasis reviews Aug 6, 2025

Cancer disparities in low- and middle-income countries (LMICs) persist because of socioeconomic inequalities and limited access to screening infrastructure, which requires equitable diagnostic solutions. As researchers, we need to develop interventio... read more

Point-of-Care Testing Humans Liquid Biopsy Socioeconomic Factors Early Detection of Cancer Artificial Intelligence Neoplasms

Determination of high-confidence germline genetic variants in next-generation sequencing through machine learning models: an approach to reduce the burden of orthogonal confirmation.

BMC genomics Aug 6, 2025

Evaluating crowdsourcing for ICU EEG annotation: A comparison with expert performance.

Epilepsia Aug 6, 2025

OBJECTIVE: Detection of seizures and rhythmic or periodic patterns (SRPPs) on electroencephalography (EEG) is crucial for the diagnosis and management of patients with neurological critical illness. Although automated detection methods are advancing,... read more

Applied Artificial Intelligence: The Next Frontier.

Annals of surgery Aug 6, 2025

AI-assisted consent in paediatric medicine: ethical implications of using large language models to support decision-making.

Journal of medical ethics Aug 6, 2025

Obtaining informed consent in paediatrics is an essential yet ethically complex aspect of clinical practice. Children have varying levels of autonomy and understanding based on their age and developmental maturity, with parents traditionally playing ... read more

Visual Bias and Interpretability in Deep Learning for Dermatological Image Analysis

arXiv Aug 6, 2025

Accurate skin disease classification is a critical yet challenging task due to high inter-class similarity, intra-class variability, and complex lesion textures. While deep learning-based computer-aided diagnosis (CAD) systems have shown promise in... read more

Computer Vision and Pattern Recognition

Classifying Patient Complaints Using Artificial Intelligence-Powered Large Language Models: Cross-Sectional Study.

Journal of medical Internet research Aug 6, 2025

BACKGROUND: Patient complaints provide valuable insights into the performance of health care systems, highlighting potential risks not apparent to staff. Patient complaints can drive systemic changes that enhance patient safety. However, manual categ... read more

Language Female Humans Artificial Intelligence Patient Satisfaction Primary Health Care Cross-Sectional Studies Large Language Models Singapore Male

Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation

arXiv Aug 6, 2025

In this paper, we propose new randomized algorithms for estimating the two-to-infinity and one-to-two norms in a matrix-free setting, using only matrix-vector multiplications. Our methods are based on appropriate modifications of Hutchinson's diago... read more

Machine Learning Numerical Analysis Numerical Analysis Machine Learning 65F35

Generative Artificial Intelligence in Primary Care: Qualitative Study of UK General Practitioners' Views.

Journal of medical Internet research Aug 6, 2025

BACKGROUND: The potential for generative artificial intelligence (GenAI) to assist with clinical tasks is the subject of ongoing debate within biomedical informatics and related fields. read more

United Kingdom General Practitioners Primary Health Care Generative Artificial Intelligence Middle Aged Qualitative Research Surveys and Questionnaires Attitude of Health Personnel Adult Humans Male Female Artificial Intelligence

In-depth bioinformatics analysis uncovers the crosstalk genes and immune interactions among diagnostic markers linked to natural killer cells in patients with cirrhosis and sepsis.

Clinical and experimental medicine Aug 6, 2025

Patients with cirrhosis face an elevated risk of developing sepsis, leading to an escalating mortality rate. This study focuses on the link between natural killer (NK) cells, cirrhosis, and sepsis. Our goal is to identify NK cell-related genes that c... read more

ROC Curve Gene Regulatory Networks Gene Expression Profiling Sepsis Humans Biomarkers Databases, Genetic Killer Cells, Natural Computational Biology Liver Cirrhosis

Artificial Intelligence Medical Compendium