Data · dataset · 2026
<b>An Explainable Deep Learning Framework for Heart Disease Prediction Using SMOA-Based Feature Selection and ACIO-Optimized Improved GRU</b>
Listed in NCL Data
<p dir="ltr">Heart disease is a serious disease with possibly fatal consequences.
Description
Finding high-risk factors for chronic CVD, such as smoking, cholesterol, obesity, and high blood pressure, could save several lives. Our work proposes an AI-enabled framework to help professionals and physicians identify high-risk indicators for heart disease.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34069323.v1 ↗
DOI / persistent id · from data ncl ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from data ncl ac uk
Topics
- From keywords
- Computer Science & AI · Deep learning · Earth & Environmental Science
- Inferred from text
- Cardiovascular disease 65% · Disease 75% · Heart 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCL Data | oai:figshare.com:article/34069323 | 11 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · data ncl ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[disease].local:disease:cardiovascular-disease | enrichment · data ncl ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[disease].local:disease:disease | enrichment · data ncl ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:461103 | mapping · data ncl ac uk | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].local:field:computer-science-ai | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| description | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| title | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | /metadata/dc/title |