Enhancing Heart Sound Classification with Iterative Clustering and Silhouette Analysis: An Effective Preprocessing Selective Method to Diagnose Rare and Difficult Cardiovascular Cases

In the effort to enhance cardiovascular diagnostics, deep learning-based heart sound classification presents a promising solution. This research introduces a novel preprocessing method: iterative k-means clustering combined w... | Find, read and cite all the research you need on Tech Science Press

Institutions

Publication Details

Journal
Computer Modeling in Engineering & Sciences
Published
2025-01-01
DOI
https://doi.org/10.32604/cmes.2025.067977
Citations
1
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
2.48

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancing Heart Sound Classification with Iterative Clustering and Silhouette Analysis: An Effective Preprocessing Selective Method to Diagnose Rare and Difficult Cardiovascular Cases

1 citations
Computer Modeling in Engineering & Sciences
Geochemistry and Geologic Mapping
2.48
article

Enhancing Heart Sound Classification with Iterative Clustering and Silhouette Analysis: An Effective Preprocessing Selective Method to Diagnose Rare and Difficult Cardiovascular Cases

article en
1 citations

Abstract

In the effort to enhance cardiovascular diagnostics, deep learning-based heart sound classification presents a promising solution. This research introduces a novel preprocessing method: iterative k-means clustering combined w... | Find, read and cite all the research you need on Tech Science Press

Computer Modeling in Engineering & SciencesVol. 144(2)
King Abdulaziz University (SA)
King Abdulaziz University
Openalex Percentile: Top 7%
Geochemistry and Geologic Mapping
2.48
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.

Enhancing Heart Sound Classification with Iterative Clustering and Silhouette Analysis: An Effective Preprocessing Selective Method to Diagnose Rare and Difficult Cardiovascular Cases · Computer Modeling in Engineering & Sciences (2025) | TGRS Research Map | TGRS