AI-Based human audio processing for COVID-19: A comprehensive overview
Abstract The Coronavirus (COVID-19) pandemic impelled several research efforts, from
collecting COVID-19 patients' data to screening them for virus detection. Some COVID-19 …
collecting COVID-19 patients' data to screening them for virus detection. Some COVID-19 …
Automated detection of airflow obstructive diseases: a systematic review of the last decade (2013-2022)
Abstract Background and Objective Obstructive airway diseases, including asthma and
Chronic Obstructive Pulmonary Disease (COPD), are two of the most common chronic …
Chronic Obstructive Pulmonary Disease (COPD), are two of the most common chronic …
Listen2cough: Leveraging end-to-end deep learning cough detection model to enhance lung health assessment using passively sensed audio
The prevalence of ubiquitous computing enables new opportunities for lung health
monitoring and assessment. In the past few years, there have been extensive studies on …
monitoring and assessment. In the past few years, there have been extensive studies on …
BreathTrack: detecting regular breathing phases from unannotated acoustic data captured by a smartphone
Breathing biomarkers, such as breathing rate, fractional inspiratory time, and inhalation-
exhalation ratio, are vital for monitoring the user's health and well-being. Accurate estimation …
exhalation ratio, are vital for monitoring the user's health and well-being. Accurate estimation …
A forced cough sound based pulmonary function assessment method by using machine learning
W Xu, G He, C Pan, D Shen, N Zhang, P Jiang… - Frontiers in Public …, 2022 - frontiersin.org
Pulmonary function testing (PFT) has important clinical value for the early detection of lung
diseases, assessment of the disease severity, causes identification of dyspnea, and …
diseases, assessment of the disease severity, causes identification of dyspnea, and …
Predicting pulmonary function from the analysis of voice: a machine learning approach
MZ Alam, A Simonetti, R Brillantino, N Tayler… - Frontiers in digital …, 2022 - frontiersin.org
Introduction To self-monitor asthma symptoms, existing methods (eg peak flow metre, smart
spirometer) require special equipment and are not always used by the patients. Voice …
spirometer) require special equipment and are not always used by the patients. Voice …
Estimation of forced vital capacity using speech acoustics in patients with ALS
GM Stegmann, S Hahn, CJ Duncan… - … Lateral Sclerosis and …, 2021 - Taylor & Francis
In this study, we present and provide validation data for a tool that predicts forced vital
capacity (FVC) from speech acoustics collected remotely via a mobile app without the need …
capacity (FVC) from speech acoustics collected remotely via a mobile app without the need …
[PDF][PDF] The DiCOVA 2021 Challenge: an encoder-decoder approach for COVID-19 recognition from coughing audio
G Deshpande, BW Schuller - 2021 - opus.bibliothek.uni-augsburg.de
This paper presents the automatic recognition of COVID-19 from coughing. In particular, it
describes our contribution to the DiCOVA challenge–Track 1, which addresses such cough …
describes our contribution to the DiCOVA challenge–Track 1, which addresses such cough …
Spatio-temporal classification of lung ventilation patterns using 3d eit images: A general approach for individualized lung function evaluation
The Pulmonary Function Test (PFT) is a widely utilized and rigorous classification test for
evaluating lung function, serving as a comprehensive diagnostic tool for lung conditions …
evaluating lung function, serving as a comprehensive diagnostic tool for lung conditions …
Lung function estimation from a monosyllabic voice segment captured using smartphones
Chronic respiratory diseases refer to a group of lung diseases that affect the airways and
cause difficulty in breathing. Respiratory diseases are one of the leading causes of death …
cause difficulty in breathing. Respiratory diseases are one of the leading causes of death …