On the Use of Hidden Markovian Model to Detect Cough from Respiratory Signals

SB Jebara, Y Ouakrim, PC Dixon… - 2024 IEEE 12th …, 2024 - ieeexplore.ieee.org
This paper aims to explore the usefulness on hidden Markovian model for cough detection
from abdominal and thoracic respiratory signals. Time and frequency domains based …

Deep learning based methods for tuberculosis cough classification

G Frost - 2023 - scholar.sun.ac.za
Automated systems for disease identification have the potential to streamline the patient
diagnosis process and provide insight to physicians. Exploratory studies have developed …

[图书][B] Human-Centered Machine Learning for Healthcare: Examples in Neurology and Pulmonology

V Ramesh - 2020 - search.proquest.com
Abstract Machine learning (ML) in healthcare has enabled the automatic detection of
diseases from medical images or sensors with high accuracy, often outperforming domain …

[PDF][PDF] Informatics in Medicine Unlocked

AD Walle, AT Jemere, B Tilahun, BF Endehabtu… - 2021 - researchgate.net
Introduction: The burden of diabetes mellitus is increasing in Africa. Wearables have a
proven track record of combating chronic diseases. However, little is known about patients' …

[PDF][PDF] JOURNAL OF NORTHEASTERN UNIVERSITY

SS Shingare, P Khampariya, SM Bakre… - Journal of Northeastern …, 2022 - dbdxxb.cn
Recently, neural networks have acquired substantial relevance in defect location. The
widespread use of neural networks began in the late 1980s and early 1990s. Normally …

Application of signal processing techniques for preliminary detection of adventitious lung sounds in paediatric population using electronic stethoscope

SI Khan, V Ahmed, NP Jawarkar - … International Conference on …, 2017 - ieeexplore.ieee.org
Early detection of adventitious lung sounds in pediatric population is of prime importance as
untreated respiratory disorders can become chronic and non-curable in adulthood. This …

기침소리의다양한변환을통한코로나19 진단모델

김민경, 김건우, 최근호 - 지능정보연구, 2023 - dbpia.co.kr
2019 년 11 월 중국 우한시에서 발병한 코로나 19 는 2020 년 중국을 넘어 세계로 퍼져나가
2020 년 3 월에는 전 세계적으로 확산되었다. 코로나 19 와 같이 전염성이 강한 바이러스는 …

Development of machine learning algorithms for screening of pulmonary disease

C Infante - 2017 - dspace.mit.edu
Pulmonary diseases are a leading cause of death worldwide. Much of their burden
disproportionately affects the developing world. The MIT Mobile Technology Lab has …

[PDF][PDF] A Gaussian mixture classifier model to differentiate respiratory symptoms using phonated/A:/sounds

BT Balamurali, HI Hee, CMY Lin, P Priyadarshinee… - researchgate.net
An audio-based classification model that differentiates between healthy vs pathological
respiratory symptoms using acoustic features extracted from phonated/A:/sounds is …

Distortion measure of spectrograms for classification of respiratory diseases

J Levy, A Naitsat, YY Zeevi - arXiv preprint arXiv:2106.02429, 2021 - arxiv.org
A new method for the classification of respiratory diseases is presented. The method is
based on a novel class of features, extracted from pulmonary sounds, by parameterizing …