[HTML][HTML] A novel deep learning model to detect COVID-19 based on wavelet features extracted from Mel-scale spectrogram of patients' cough and breathing sounds
M Aly, NS Alotaibi - Informatics in Medicine Unlocked, 2022 - Elsevier
The goal of this paper is to classify the various cough and breath sounds of COVID-19
artefacts in the signals from dynamic real-life environments. The main reason for choosing …
artefacts in the signals from dynamic real-life environments. The main reason for choosing …
[HTML][HTML] SATO (IDEAS expAnded wiTh BCIO): Workflow for designers of patient-centered mobile health behaviour change intervention applications
Designing effective theory-driven digital behaviour change interventions (DBCI) is a
challenging task. To ease the design process, and assist with knowledge sharing and …
challenging task. To ease the design process, and assist with knowledge sharing and …
Evaluating the covid-19 identification resnet (cider) on the interspeech covid-19 from audio challenges
Several machine learning-based COVID-19 classifiers exploiting vocal biomarkers of COVID-
19 has been proposed recently as digital mass testing methods. Although these classifiers …
19 has been proposed recently as digital mass testing methods. Although these classifiers …
Multi-modal deep learning methods for classification of chest diseases using different medical imaging and cough sounds
Chest disease refers to a wide range of conditions affecting the lungs, such as COVID-19,
lung cancer (LC), consolidation lung (COL), and many more. When diagnosing chest …
lung cancer (LC), consolidation lung (COL), and many more. When diagnosing chest …
Deep learning techniques for Alzheimer's disease detection in 3D imaging: A systematic review
Abstract Background and Aims Alzheimer's disease (AD) is a degenerative neurological
condition that worsens over time and leads to deterioration in cognitive abilities, reduced …
condition that worsens over time and leads to deterioration in cognitive abilities, reduced …
Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds
COVID-19 is an infectious disease caused by the severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2). This deadly virus has spread worldwide, leading to a global …
coronavirus 2 (SARS-CoV-2). This deadly virus has spread worldwide, leading to a global …
[HTML][HTML] Multi-objective optimization determines when, which and how to fuse deep networks: An application to predict COVID-19 outcomes
V Guarrasi, P Soda - Computers in Biology and Medicine, 2023 - Elsevier
The COVID-19 pandemic has caused millions of cases and deaths and the AI-related
scientific community, after being involved with detecting COVID-19 signs in medical images …
scientific community, after being involved with detecting COVID-19 signs in medical images …