AI Medical Compendium

Predicting cancer risk using machine learning on lifestyle and genetic data.

Scientific reports Aug 19, 2025

Cancer remains one of the leading causes of mortality worldwide, where early detection significantly improves patient outcomes and reduces treatment burden. This study investigates the application of Machine Learning (ML) techniques to predict cancer... read more

Adult Male Middle Aged Risk Factors Aged Genetic Predisposition to Disease Support Vector Machine Life Style Risk Assessment Neoplasms Humans Algorithms Female Machine Learning

Metabolomics and nutrient intake reveal metabolite-nutrient interactions in metabolic syndrome: insights from the Korean Genome and Epidemiology Study.

Nutrition journal Aug 19, 2025

BACKGROUND: Despite advances in metabolomics, the complex relationship between metabolites and nutrient intake in metabolic syndrome (MetS) remains poorly understood in the Korean population. read more

Metabolomics Male Nutrients Female Middle Aged Cohort Studies Diet Adult Metabolic Syndrome Humans Republic of Korea

Factors that influence technophobia in Chinese older patients with ischemic stroke: a cross-sectional survey.

BMC geriatrics Aug 19, 2025

BACKGROUND: Older patients with ischemic stroke often have a large number of medical needs, technophobia refers to the irrational anxiety and fear of digital technologies such as mobile communication equipment, artificial intelligence and robots, res... read more

Phobic Disorders Fear Health Literacy Humans Self Efficacy Female East Asian People Aged Ischemic Stroke Social Support Male Surveys and Questionnaires Aged, 80 and over Middle Aged Cross-Sectional Studies China

Microfluidics for geosciences: metrological developments and future challenges.

Lab on a chip Aug 19, 2025

This review addresses the main metrological developments over the past decade for microfluidics applied to geosciences. Microfluidic experiments for geosciences seek to decipher the complex interplay between coupled, multiphase, and reactive processe... read more

Multimodal imaging deep learning model for predicting extraprostatic extension in prostate cancer using MpMRI and 18 F-PSMA-PET/CT.

Cancer imaging : the official publication of the International Cancer Imaging Society Aug 19, 2025

OBJECTIVE: This study aimed to construct a multimodal imaging deep learning (DL) model integrating mpMRI and F-PSMA-PET/CT for the prediction of extraprostatic extension (EPE) in prostate cancer, and to assess its effectiveness in enhancing the diagn... read more

Humans Retrospective Studies Multiparametric Magnetic Resonance Imaging Extranodal Extension Positron Emission Tomography Computed Tomography Prostatic Neoplasms Middle Aged Fluorine Radioisotopes Aged Deep Learning Prostatectomy Male Radiopharmaceuticals Multimodal Imaging

Biomarker extraction-based Alzheimer's disease stage detection using optimized deep learning approach.

Journal of Alzheimer's disease : JAD Aug 19, 2025

BackgroundCognitive decline and memory loss in Alzheimer's disease (AD) progresses over time. Early diagnosis is crucial for initiating treatment that can slow progression and preserve daily functioning. However, challenges such as overfitting in pre... read more

Reliable models for calculating the condensation heat transfer inside smooth helical tubes of different flow directions utilizing smart computational techniques.

Scientific reports Aug 19, 2025

Condensers with helical tubes have received much attention in diverse industries. The optimal design of the mentioned equipment necessitates predictive tools for calculating the condensation heat transfer coefficient (HTC). However, literature models... read more

Construction of a feature gene and machine prediction model for inflammatory bowel disease based on multichip joint analysis.

Journal of translational medicine Aug 19, 2025

BACKGROUND: Inflammatory bowel disease (IBD) is a chronic nonspecific inflammatory disorder triggered by immune responses and genetic factors. Currently, there is no cure for IBD, and its etiology remains unclear. As a result, early detection and dia... read more

Humans Neural Networks, Computer Gene Ontology Inflammatory Bowel Diseases Gene Expression Profiling Support Vector Machine Machine Learning Algorithms

Machine learning models to predict postoperative incontinence after endoscopic enucleation of the prostate for benign prostatic hyperplasia: An EAU-Endourology study.

Prostate cancer and prostatic diseases Aug 19, 2025

BACKGROUND: Machine learning (ML) and artificial intelligence (AI) have demonstrated powerful functionality in the healthcare setting thus far. We aimed to construct an AI model to predict postoperative incontinence after enucleation surgery for beni... read more

Predictive value of anthropometric indices for incident of dyslipidemia: a large population-based study.

Population health metrics Aug 19, 2025

INTRODUCTION: Dyslipidemia as a modifiable risk factor for chronic non-communicable diseases has become a worldwide concern. We aim to explore different anthropometric measures as predictors of dyslipidemia using various machine learning methods. read more

Body Mass Index Predictive Value of Tests Anthropometry Middle Aged Incidence Waist-Height Ratio Dyslipidemias Waist-Hip Ratio Female Risk Factors Adult Male Aged Humans Machine Learning

Artificial Intelligence Medical Compendium