Comparative machine learning models for hypertension prediction in a cohort of patients with diabetes using routine clinical variables

Machine learning models show potential for identifying patients with diabetes at high hypertension risk using routine clinical data. A neural network model achieved excellent predictive performance.

Authors

Institutions

Publication Details

Journal
Archives of Endocrinology and Metabolism
Published
2025-01-01
DOI
https://doi.org/10.20945/2359-4292-2025-0168
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparative machine learning models for hypertension prediction in a cohort of patients with diabetes using routine clinical variables

Saeed Awad M. Alqahtani
Archives of Endocrinology and Metabolism
Artificial Intelligence in Healthcare
article

Comparative machine learning models for hypertension prediction in a cohort of patients with diabetes using routine clinical variables

Saeed Awad M. Alqahtani
article en

Abstract

Machine learning models show potential for identifying patients with diabetes at high hypertension risk using routine clinical data. A neural network model achieved excellent predictive performance.

Archives of Endocrinology and MetabolismVol. 69(6)
Taibah University (SA)
Openalex Percentile: Top 62%
Artificial Intelligence in Healthcare
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Comparative machine learning models for hypertension prediction in a cohort of patients with diabetes using routine clinical variables — Saeed Awad M. Alqahtani · Archives of Endocrinology and Metabolism (2025) | TGRS Research Map | TGRS