Prognostic risk models for incident hypertension: A PRISMA systematic review and meta-analysis

FE Schjerven, F Lindseth, I Steinsland - Plos one, 2024 - journals.plos.org
Objective Our goal was to review the available literature on prognostic risk prediction for
incident hypertension, synthesize performance, and provide suggestions for future work on …

Quantitative ultrasound for non-invasive evaluation of subclinical rejection in renal transplantation

DG Kim, JY Lee, JH Ahn, T Lee, M Eom, HS Cho… - European …, 2023 - Springer
Objectives This study aimed to investigate the predictive efficacy of shear-wave
elastography, superb microvascular imaging (SMI), and CEUS for allograft rejection in …

Shapely additive values can effectively visualize pertinent covariates in machine learning when predicting hypertension

AA Huang, SY Huang - The Journal of Clinical Hypertension, 2023 - Wiley Online Library
Abstract Machine learning methods are widely used within the medical field to enhance
prediction. However, little is known about the reliability and efficacy of these models to …

[HTML][HTML] Classification model for diabetic foot, necrotizing fasciitis, and osteomyelitis

J Kim, G Yoo, T Lee, JH Kim, DM Seo, J Kim - Biology, 2022 - mdpi.com
Simple Summary Necrotizing fasciitis (NF) and osteomyelitis (OM) are severe complications
in patients with diabetic foot ulcers (DFUs). Although NF and OM often cause results …

Development of hypertension models for lung cancer screening cohorts using clinical and thoracic aorta imaging factors

J Yang, J Yu, Y Wang, M Liao, Y Ji, X Li, X Wang… - Scientific Reports, 2024 - nature.com
This study aims to develop and validate nomogram models utilizing clinical and thoracic
aorta imaging factors to assess the risk of hypertension for lung cancer screening cohorts …

Prediction model for pre-eclampsia using gestational-age-specific serum creatinine distribution

J Kang, S Hwang, T Lee, K Ahn, DM Seo, SJ Choi… - Biology, 2023 - mdpi.com
Simple Summary The prediction of pre-eclampsia (PE) is a crucial task both medically and
socioeconomically. Recently, several biomarkers have been developed with clinically …

Evaluating the risk of hypertension in residents in primary care in Shanghai, China with machine learning algorithms

N Chen, F Fan, J Geng, Y Yang, Y Gao, H **… - Frontiers in Public …, 2022 - frontiersin.org
Objective The prevention of hypertension in primary care requires an effective and suitable
hypertension risk assessment model. The aim of this study was to develop and compare the …

Development of a convenient and effective hypertension risk prediction model and exploration of the relationship between Serum Ferritin and Hypertension Risk: a …

S Guo, JX Ge, SN Liu, JY Zhou, C Li… - Frontiers in …, 2023 - frontiersin.org
Background Hypertension is a major public health problem, and its resulting other
cardiovascular diseases are the leading cause of death worldwide. In this study, we …