Prediction of primary Hypertension in Primary Health Care Settings in Coastal Karnataka Using Artificial Neural Network

The ANN model demonstrated reasonably accurate predictions despite the lower overall fit. It has shown the potential to be used as a primary healthcare tool by helping physicians predict and warn about the dangers of elevated blood pressure to patients. These algorithms, deployed using a web application, will enable people to evaluate themselves in the comfort of their homes. This would make us inch closer to the WHO's broader goal of making health a universal right, irrespective of a person's place of residence.

Authors

Institutions

Publication Details

Journal
Current Hypertension Reviews
Published
2025-02-28
DOI
https://doi.org/10.2174/0115734021329874250222053144
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

Prediction of primary Hypertension in Primary Health Care Settings in Coastal Karnataka Using Artificial Neural Network

Mohammed Jabeer, Sudhir Prabhu, S. Ruban, Achal Shetty et al.
Current Hypertension Reviews
Artificial Intelligence in Healthcare
article

Prediction of primary Hypertension in Primary Health Care Settings in Coastal Karnataka Using Artificial Neural Network

Mohammed Jabeer, Sudhir Prabhu, S. Ruban, Achal Shetty, D. Deepak, N E Shalya
article en

Abstract

The ANN model demonstrated reasonably accurate predictions despite the lower overall fit. It has shown the potential to be used as a primary healthcare tool by helping physicians predict and warn about the dangers of elevated blood pressure to patients. These algorithms, deployed using a web application, will enable people to evaluate themselves in the comfort of their homes. This would make us inch closer to the WHO's broader goal of making health a universal right, irrespective of a person's place of residence.

Current Hypertension ReviewsVol. 21(2)
National Institute of Technology Karnataka (IN), Father Muller Medical College Hospital (IN), Father Muller Homoeopathic Medical College (IN)
Life below water
Openalex Percentile: Top 96%
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.