A review of recent advances and future developments in fetal phonocardiography

R Kahankova, M Mikolasova, R Jaros… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
Fetal phonocardiography (fPCG) is receiving attention as it is a promising method for
continuous fetal monitoring due to its non-invasive and passive nature. However, it suffers …

Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors

JP Dominguez-Morales… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Auscultation is one of the most used techniques for detecting cardiovascular diseases,
which is one of the main causes of death in the world. Heart murmurs are the most common …

Microscopic abnormality classification of cardiac murmurs using ANFIS and HMM

HM Fahad, MU Ghani Khan, T Saba… - Microscopy research …, 2018 - Wiley Online Library
Auscultation of heart dispenses identification of the cardiac valves. An electronic
stethoscope is used for the acquisition of heart murmurs that is further classified into normal …

Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning

KN Khan, FA Khan, A Abid, T Olmez… - Physiological …, 2021 - iopscience.iop.org
Objective. Cardiovascular diseases (CVDs) are a main cause of deaths all over the world.
This research focuses on computer-aided analysis of phonocardiogram (PCG) signals …

Noninvasive diagnosis of irritable bowel syndrome via bowel sound features: Proof of concept

X Du, G Allwood, KM Webberley… - Clinical and …, 2019 - journals.lww.com
METHODS: Using a diagnostic case-control study, we explored the use of bowel sounds to
characterize IBS with a view to diagnostic use. We recruited participants with an existing …

Early diagnosis of heart disease using classification and regression trees

AM Amiri, G Armano - The 2013 international joint conference …, 2013 - ieeexplore.ieee.org
Early diagnosis of heart defects are very important for medical treatment. In this paper, we
propose an automatic method to segment heart sounds, which applies classification and …

Automated auscultative diagnosis system for evaluation of phonocardiogram signals associated with heart murmur diseases

O Yıldız, A Arslan - Gazi University Journal of Science, 2018 - dergipark.org.tr
Cardiac auscultation that is a still widely used technique to diagnose heart murmurs induced
by heart disorders. Taking into account that this method is quite subjective and time …

Heart sound analysis for diagnosis of heart diseases in newborns

AM Amiri, G Armano - APCBEE procedia, 2013 - Elsevier
Many studies have been conducted in recent years to automatically differentiate normal
heart sounds from heart sounds with pathological murmurs using audio signal processing in …

[PDF][PDF] Segmentation and feature extraction of heart murmurs in newborns

AM Amiri, G Armano - … of Life Sciences and Technologies Vol, 2013 - researchgate.net
Heart murmurs are typically detected in newborns, in many cases due to the patent ductus
arteriosus condition. Hence, providing an automatic tool for heart sound analysis can be …

[PDF][PDF] An intelligent diagnostic system for congenital heart defects

AM Amiri, G Armano - … Journal of Advanced Computer Science and …, 2013 - Citeseer
congenital heart disease is the most common birth defect. The article describes detection
and classification of congenital heart defect using classification and regressing trees. The …