Automated Classification of Myocardial Infarction Based on Auscultation Position Using Random Forest

I Puspasari, TLR Mengko, AW Setiawan… - … in Information and …, 2024 - ieeexplore.ieee.org
Myocardial Infarction is a disease requiring immediate treatment. ECG examination has the
disadvantage of diagnosing MI signals. This research used phonocardiogram signals to …

Comparison of Spectral and Sparse Feature Extraction Methods for Heart Sounds Classification

RF Ibarra-Hernández, MÁ Alonso-Arévalo… - Revista mexicana de …, 2023 - scielo.org.mx
Cardiovascular diseases (CVDs) remain the leading cause of morbidity worldwide. The
heart sound signal or phonocardiogram (PCG) is the most simple, low-cost, and effective …

Optimization and evaluation of a mobile IMU-based ballistocardiography system

L Klauth, A Mühlen, A Kitzig, E Naroska… - Current Directions in …, 2023 - degruyter.com
In recent decades ballistocardiography (BCG) has regained popularity as a way to measure
the mechanical activ-ity of the heart. In this paper we present and evaluate a new iteration of …

Portable Chest-Worn Device for Simultaneous Detection of Phonocardiogram and Seismocardiogram Using Piezoelectric Films Sensors

P Salas Canales, J Mejía Muñoz… - Congreso Nacional de …, 2023 - Springer
The simultaneous detection of different heart signals provides information about
cardiovascular health but typically involves attaching multiple sensors to the body, which …

Estimating the QT Interval from the Features Analysis of BCG and PCG signals

JP Ramos-Hernández… - 2023 IEEE EMBS R9 …, 2023 - ieeexplore.ieee.org
QT interval has clinical relevance since it is linked to ventricular arrhythmias and sudden
death. Some drugs, systemic diseases, and genetics can modify it. Specialists usually obtain …