Preventive machine learning models incorporating health checkup data and hair mineral analysis for low bone mass identification
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-69090-3
Abstract: Machine learning (ML) models have been increasingly employed to predict osteoporosis. However, the incorporation of hair minerals into ML models remains unexplored. This study aimed to develop ML models for predicting low bone mass (LBM)… read more here.
Keywords: hair mineral; health checkup; hair; checkup data ... See more keywords
Health checkup practice and its associated factors among adults in South Gondar zone Ethiopia
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-69921-3
Abstract: Non-communicable diseases are the current global burden including in sub-Saharan Africa, which increasing the incidence of cardiovascular disorders and their complications due to a lack of health checks and delayed treatments. To assess health checkup… read more here.
Keywords: checkup practice; south gondar; health checkup; practice ... See more keywords
Prevalence and health checkup-based detection of metabolic dysfunction-associated steatotic liver disease in Japanese young adults
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-26346-w
Abstract: We aimed to elucidate the prevalence of steatotic liver disease (SLD) in Japanese young adults and to identify health checkup-based markers for metabolic dysfunction-associated steatotic liver disease (MASLD). We recruited participants (18–29 years) attending a… read more here.
Keywords: young adults; japanese young; liver disease; health checkup ... See more keywords
Fatty liver index and somatic composition in subjects receiving medical health checkup
Sign Up to like & getrecommendations! Published in 2024 at "Hepatology Research"
DOI: 10.1111/hepr.14127
Abstract: To elucidate the relationship between fatty liver index (FLI) and somatic composition among health checkup recipients (4533 men and 4877 women). read more here.
Keywords: somatic composition; health checkup; liver index; fatty liver ... See more keywords
Compliance With Routine Health Checkup Visits Among California-Based Minority Men: A Survey Study
Sign Up to like & getrecommendations! Published in 2025 at "American Journal of Men's Health"
DOI: 10.1177/15579883241309752
Abstract: The literature on health care disparities among U.S. minority men remains limited, and post-pandemic changes in the health care delivery system may uniquely affect this population. We assessed the factors influencing California-based minority men’s compliance… read more here.
Keywords: health checkup; health; routine health; minority men ... See more keywords
Prevalence of diabetes mellitus and dialysis risk based on annual health checkup frequency among National Health Insurance citizens in Japan
Sign Up to like & getrecommendations! Published in 2025 at "BMC Public Health"
DOI: 10.1186/s12889-025-22403-1
Abstract: In Japan, type 2 diabetes mellitus (T2DM) is a major health concern due to its increasing prevalence and associated complications, including diabetic nephropathy and dialysis. Although the positive relationship between annual health checkups and health… read more here.
Keywords: health checkup; dialysis; health checkups; health ... See more keywords
Machine Learning–Based Prediction for Incident Hypertension Based on Regular Health Checkup Data: Derivation and Validation in 2 Independent Nationwide Cohorts in South Korea and Japan
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Medical Internet Research"
DOI: 10.2196/52794
Abstract: Background Worldwide, cardiovascular diseases are the primary cause of death, with hypertension as a key contributor. In 2019, cardiovascular diseases led to 17.9 million deaths, predicted to reach 23 million by 2030. Objective This study… read more here.
Keywords: hypertension; health checkup; japan; machine learning ... See more keywords
Precede-Proceed model based questionnaire and saliva tests for oral health checkup in adult.
Sign Up to like & getrecommendations! Published in 2019 at "Journal of oral science"
DOI: 10.2334/josnusd.18-0288
Abstract: Screening is a fundamental strategy for early detection, treatment, and prevention of progression of oral disease and those at high risk for oral disease. While numerous screening tools exist, questionnaires, and saliva tests are often… read more here.
Keywords: questionnaire saliva; saliva tests; health checkup; health ... See more keywords
1359-P: Predictive Clustering of Type 2 Diabetes Phenotypes for Targeted Risk Management Using Health Checkup Data
Sign Up to like & getrecommendations! Published in 2025 at "Diabetes"
DOI: 10.2337/db25-1359-p
Abstract: Introduction and Objective: This study introduces a novel predictive clustering method to stratify Type 2 Diabetes (T2D) risk, overcoming the limitations of traditional clustering methods. By leveraging feature importance profiles, this approach provides a more… read more here.
Keywords: predictive clustering; health checkup; risk; type diabetes ... See more keywords
Energy landscape analysis of health checkup data clarified multiple pathways to diabetes development in obese and non-obese subjects
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Endocrinology"
DOI: 10.3389/fendo.2025.1576431
Abstract: Aims To clarify the pathways from a healthy state to the diabetes onset via pre-disease states, we applied energy landscape analysis (ELA) to Specific Health Checkup data in Japan. Methods This retrospective and observational cohort… read more here.
Keywords: obese non; landscape analysis; non obese; health checkup ... See more keywords
Ensemble machine learning prediction of hyperuricemia based on a prospective health checkup population
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2024.1357404
Abstract: Objectives: An accurate prediction model for hyperuricemia (HUA) in adults remain unavailable. This study aimed to develop a stacking ensemble prediction model for HUA to identify high-risk groups and explore risk factors. Methods: A prospective… read more here.
Keywords: health checkup; risk; machine; prediction ... See more keywords