Cargando…

Speech as a Biomarker for COVID-19 Detection Using Machine Learning

The use of speech as a biomedical signal for diagnosing COVID-19 is investigated using statistical analysis of speech spectral features and classification algorithms based on machine learning. It is established that spectral features of speech, obtained by computing the short-time Fourier Transform...

Descripción completa

Detalles Bibliográficos
Autores principales:	Usman, Mohammed, Gunjan, Vinit Kumar, Wajid, Mohd, Zubair, Mohammed, Siddiquee, Kazy Noor-e-alam
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014833/ https://www.ncbi.nlm.nih.gov/pubmed/35444694 http://dx.doi.org/10.1155/2022/6093613

Ejemplares similares

CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier
por: Kolla, Morarjee, et al.
Publicado: (2022)

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures
por: Kumar, M. Rupesh, et al.
Publicado: (2022)

Deep Learning and Transfer Learning for Malaria Detection
por: Jameela, Tayyaba, et al.
Publicado: (2022)

Modern approaches in machine learning and cognitive science: latest trends in AI
por: Gunjan, Vinit Kumar, et al.
Publicado: (2020)

Machine Learning and Cloud-Based Knowledge Graphs to Recognize Suicidal Mental Tendencies
por: Gunjan, Vinit Kumar, et al.
Publicado: (2022)

Detecting twitter hate speech in COVID-19 era using machine learning and ensemble learning techniques
por: Khanday, Akib Mohi Ud Din, et al.
Publicado: (2022)

A Machine Learning Model to Detect Speech and Reading Pathologies
por: Fassetti, Fabio, et al.
Publicado: (2020)

Pay attention to the speech: COVID-19 diagnosis using machine learning and crowdsourced respiratory and speech recordings
por: Aly, Mahmoud, et al.
Publicado: (2022)

Improved Direction-of-Arrival Estimation of an Acoustic Source Using Support Vector Regression and Signal Correlation
por: Alam, Faisal, et al.
Publicado: (2021)

A High-Order EMSIW MIMO Antenna for Space-Constrained 5G Smartphone
por: Ali, Sayyed A., et al.
Publicado: (2021)

Machine learning approach for detecting Covid-19 from speech signal using Mel frequency magnitude coefficient
por: Nayak, Sudhansu Sekhar, et al.
Publicado: (2023)

QCovSML: A reliable COVID-19 detection system using CBC biomarkers by a stacking machine learning model
por: Rahman, Tawsifur, et al.
Publicado: (2022)

Deep Learning-Based Detection of Articulatory Features in Arabic and English Speech
por: Algabri, Mohammed, et al.
Publicado: (2021)

Machine learning for MEG during speech tasks
por: Kostas, Demetres, et al.
Publicado: (2019)

Machine-Learning Methods for Speech and Handwriting Detection Using Neural Signals: A Review
por: Sen, Ovishake, et al.
Publicado: (2023)

Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19
Publicado: (2022)

A Comprehensive Overview of the COVID-19 Literature: Machine Learning–Based Bibliometric Analysis
por: Abd-Alrazaq, Alaa, et al.
Publicado: (2021)

Comprehensive Survey of Machine Learning Systems for COVID-19 Detection
por: Alsaaidah, Bayan, et al.
Publicado: (2022)

Application of statistical machine learning in biomarker selection
por: Vashistha, Ritwik, et al.
Publicado: (2023)

Supervised Machine Learning Models for Prediction of COVID-19 Infection using Epidemiology Dataset
por: Muhammad, L. J., et al.
Publicado: (2020)

COVID-19 detection and classification for machine learning methods using human genomic data
por: Ahemad, Mohd Thousif, et al.
Publicado: (2022)

Decoding Hearing-Related Changes in Older Adults’ Spatiotemporal Neural Processing of Speech Using Machine Learning
por: Mahmud, Md Sultan, et al.
Publicado: (2020)

Speech Technology Progress Based on New Machine Learning Paradigm
por: Delić, Vlado, et al.
Publicado: (2019)

Machine learning for detecting COVID-19 from cough sounds: An ensemble-based MCDM method
por: Chowdhury, Nihad Karim, et al.
Publicado: (2022)

An adaptive speech signal processing for COVID-19 detection using deep learning approach
por: Al-Dhlan, Kawther A.
Publicado: (2021)

Machine Learning and Deep Learning Approaches to Analyze and Detect COVID-19: A Review
por: Aishwarya, T., et al.
Publicado: (2021)

The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges
por: Ahmad, Amir, et al.
Publicado: (2020)

EMG signals characterization in three states of contraction by fuzzy network and feature extraction
por: Mokhlesabadifarahani, Bita, et al.
Publicado: (2015)

IoT-Enabled WBAN and Machine Learning for Speech Emotion Recognition in Patients
por: Olatinwo, Damilola D., et al.
Publicado: (2023)

An Efficient Machine Learning-Based Feature Optimization Model for the Detection of Dyslexia
por: Ahmad, Nazir, et al.
Publicado: (2022)

Fast and automated biomarker detection in breath samples with machine learning
por: Skarysz, Angelika, et al.
Publicado: (2022)

Machine Learning Analysis Reveals Biomarkers for the Detection of Neurological Diseases
por: Lam, Simon, et al.
Publicado: (2022)

Electrocardiographic biomarker based on machine learning for detecting overt hyperthyroidism
por: Choi, Byungjin, et al.
Publicado: (2022)

Speech communications: human and machine
por: O'Shaughnessy, Douglas
Publicado: (2000)

Hybrid Deep-Learning and Machine-Learning Models for Predicting COVID-19
por: Qaid, Talal S., et al.
Publicado: (2021)

COVID-19 detection in cough, breath and speech using deep transfer learning and bottleneck features
por: Pahar, Madhurananda, et al.
Publicado: (2022)

COVID-19 detection using federated machine learning
por: Abdul Salam, Mustafa, et al.
Publicado: (2021)

Machine learning COVID-19 detection from wearables
por: Nestor, Bret, et al.
Publicado: (2023)

Detecting Lombard Speech Using Deep Learning Approach
por: Kąkol, Krzysztof, et al.
Publicado: (2022)

A new deep learning-based technique for rice pest detection using remote sensing
por: Hassan, Syeda Iqra, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3q9h9kgnbvpvma5jlrjkcjt1ol