Machine learning and iot applied to cardiovascular diseases identification through heart sounds: A literature review

ISG Brites, LM da Silva, JLV Barbosa, SJ Rigo… - Informatics, 2021 - mdpi.com
This article presents a systematic map** study dedicated to conduct a literature review on
machine learning and IoT applied in the identification of diseases through heart sounds …

[HTML][HTML] The extent and coverage of current knowledge of connected health: Systematic map** study

M Karampela, M Isomursu, T Porat, C Maramis… - Journal of medical …, 2019 - jmir.org
Background This study examines the development of the connected health (CH) research
landscape with a view to providing an overview of the existing CH research. The research …

Deep learning of smartphone sensor data for personal health assistance

H Li, M Trocan - Microelectronics Journal, 2019 - Elsevier
This paper strives to construct the relevance between smartphone sensor data and personal
health via a deep learning method. Firstly, the data captured by smartphone sensors is …

Automated lung sound analysis for detecting pulmonary abnormalities

S Datta, AD Choudhury, P Deshpande… - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
Identification of pulmonary diseases comprises of accurate auscultation as well as elaborate
and expensive pulmonary function tests. Prior arts have shown that pulmonary diseases …

A semi-supervised approach for identifying abnormal heart sounds using variational autoencoder

R Banerjee, A Ghose - ICASSP 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
Abnormal heart sounds may have diverse frequency characteristics depending upon
underlying pathological conditions. Designing a binary classifier for predicting normal and …

Arduino based cost-effective design and development of a digital stethoscope

M Waqar, S Inam, MA ur Rehman… - 2019 15th …, 2019 - ieeexplore.ieee.org
The medical device used for auscultation is known as a stethoscope. An ordinary acoustics-
based stethoscope is limited in its ability to provide high-quality sound in noisy …

A simple technique for heart sound detection and real time analysis

JK Roy, TS Roy - 2017 Eleventh International Conference on …, 2017 - ieeexplore.ieee.org
Usually physicians use acoustic stethoscope to detect abnormalities in the heart sound and
predict abnormal conditions of human heart. As the frequency range and intensity of heart …

Non invasive detection of coronary artery disease using pcg and ppg

R Banerjee, AD Choudhury, S Datta, A Pal… - … : International Summit on …, 2017 - Springer
Abstract Coronary Artery Disease (CAD) kills more than a million of people every year.
However, there is no significant marker for identifying CAD patients unobtrusively. In this …

A systematic review and utilization study of digital stethoscopes for cardiopulmonary assessments

C Koning, A Lock - Journal of Medical Research and Innovation, 2021 - jmrionline.com
Objectives: The demand for cardiopulmonary assessment via real-time live streaming is
prevalent in remote communities of British Columbia, Canada. Digital stethoscopes enable …

Improved Healthcare Access in Low-resource Regions: A Review of Technological Solutions

B Lamichhane, N Neupane - arxiv preprint arxiv:2205.10913, 2022 - arxiv.org
Technological advancements have led to significant improvements in healthcare for
prevention, diagnosis, treatments, and care. While resourceful regions can capitalize on …