[HTML][HTML] Review of phonocardiogram signal analysis: insights from the PhysioNet/CinC challenge 2016 database

B Zhu, Z Zhou, S Yu, X Liang, Y **e, Q Sun - Electronics, 2024 - mdpi.com
The phonocardiogram (PCG) is a crucial tool for the early detection, continuous monitoring,
accurate diagnosis, and efficient management of cardiovascular diseases. It has the …

A Comprehensive Overview of Heart Sound Analysis Using Machine Learning Methods

MFAB Hamza, NNA Sjarif - IEEE Access, 2024 - ieeexplore.ieee.org
Cardiovascular diseases (CVDs) are a prevalent cause of mortality worldwide, and the
traditional cardiovascular disease diagnosis has relied heavily on stethoscope-based heart …

Process quality assurance of artificial intelligence in medical diagnosis

N Moghadasi, M Piran, RS Valdez… - … and Computer Vision …, 2024 - ieeexplore.ieee.org
While artificial Intelligence (AI) has shown promising results in the healthcare field, it is
undeniable that there are risks associated with AI in healthcare that society must …

Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection

D Niizumi, D Takeuchi, Y Ohishi… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
To reduce the need for skilled clinicians in heart sound interpretation, recent studies on
automating cardiac auscultation have explored deep learning approaches. However …

Enhancing Heart Murmur Detection: A Comparative Study of Machine Learning Models Utilizing Digital Stethoscopes

N Mastracci, F Derakhshan, ER Sykes… - 2024 IEEE 3rd World …, 2024 - ieeexplore.ieee.org
Machine learning has proven to be a powerful tool across many domains including
healthcare. Heart sound classification using machine learning can revolutionize cardiac …

[PDF][PDF] Utforskning av Generativ AI i Realtidsljudförstärkt Verklighet: Påverkan på

H Vesterberg, H Vesterberg - Artificial Intelligence Review - researchportal.hkr.se
I bullriga miljöer kan viktiga ljudsignaler överväldigas av bakgrundsbuller, vilket äventyrar
säkerhet och medvetenhet. Denna uppsats utforskar användningen av AI-genererat ljud och …

汎用音響信号表現の心雑音検出への応用

仁泉大輔, 竹内大起, 大石康智, 原田登… - … 学会全国大会論文集 第 …, 2024 - jstage.jst.go.jp
抄録 汎用音響信号表現は大規模データセットを事前学習し, 幅広い音のタスクに有効な表現として
**年活発に提案されている. 一方で心音聴診において深層学習による自動化が研究されているが …