COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings

2 December 2020

Papers citing "COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings"

36 / 36 papers shown

Title
Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation Rofiqul Islam N. K. Chowdhury Muhammad Ashad Kabir 30 0 0 03 Jan 2025
Towards reliable respiratory disease diagnosis based on cough sounds and vision transformers Qian Wang Zhaoyang Bu Jiaxuan Mao Wenyu Zhu Jingya Zhao Wei Du Guochao Shi Min Zhou Si Chen Jieming Qu MedIm 25 0 0 28 Aug 2024
Distributional bias compromises leave-one-out cross-validation George I. Austin I. Pe’er T. Korem 41 1 0 03 Jun 2024
Harnessing Smartwatch Microphone Sensors for Cough Detection and Classification Pranay Jaiswal Haroon R. Lone 12 0 0 31 Jan 2024
An AI-enabled Bias-Free Respiratory Disease Diagnosis Model using Cough Audio: A Case Study for COVID-19 Tabish Saeed Aneeqa Ijaz Ismail Sadiq Haneya N. Qureshi Ali Rizwan Ali Imran 20 8 0 04 Jan 2024
Transfer Learning to Detect COVID-19 Coughs with Incremental Addition of Patient Coughs to Healthy People's Cough Detection Models Sudip Vhaduri Seungyeon Paik Jessica E Huber 30 4 0 12 Nov 2023
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 25 67 0 06 Oct 2023
Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey Aneeqa Ijaz Muhammad Nabeel Usama Masood Tahir Mahmood M. Hashmi Iryna Posokhova Ali Rizwan Ali Imran 13 53 0 24 Sep 2023
EDAC: Efficient Deployment of Audio Classification Models For COVID-19 Detection Andrej Jovanović Mario Mihaly Lennon Donaldson 23 0 0 11 Sep 2023
COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals Asmaa Shati Ghulam Mubashar Hassan Amitava Datta 37 2 0 08 Sep 2023
Federated Few-shot Learning for Cough Classification with Edge Devices Ngan Dao Hoang Dat Tran-Anh Manh Luong Cong Tran Cuong Pham FedML 17 4 0 03 Sep 2023
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers H. Coppock G. Nicholson Ivan Kiskin Vasiliki Koutra Kieran Baker ... Björn W. Schuller D. Pigoli S. Gilmour Stephen J. Roberts Chris Holmes 41 24 0 15 Dec 2022
TB or not TB? Acoustic cough analysis for tuberculosis classification Geoffrey S Frost G. Theron T. Niesler 11 6 0 02 Sep 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers Idil Aytekin Onat Dalmaz Kaan Gonc H. Ankishan E. Saritas Ulas Bagci H. Celik Tolga Çukur 13 12 0 19 Jul 2022
Automatic Tuberculosis and COVID-19 cough classification using deep learning Madhurananda Pahar Marisa Klopper B. Reeve Robin Warren G. Theron A. Diacon T. Niesler 31 16 0 11 May 2022
Fused Audio Instance and Representation for Respiratory Disease Detection Tuan Truong Matthias Lenga A. Serrurier Sadegh Mohammadi 6 0 0 22 Apr 2022
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio Jiangeng Chang Y. Ruan Shaoze Cui John Soong Tshon Yit Mengling Feng 11 6 0 16 Apr 2022
A Temporal-oriented Broadcast ResNet for COVID-19 Detection Xin Jing Shuo Liu Emilia Parada-Cabaleiro Andreas Triantafyllopoulos Meishu Song Zijiang Yang Björn W. Schuller 35 2 0 31 Mar 2022
Accelerometer-based Bed Occupancy Detection for Automatic, Non-invasive Long-term Cough Monitoring Madhurananda Pahar Igor Miranda A. Diacon T. Niesler 13 10 0 08 Feb 2022
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals Xing-Yu Chen Qiu-shi Zhu Jie M. Zhang Lirong Dai 14 14 0 22 Jan 2022
Using a Novel COVID-19 Calculator to Measure Positive U.S. Socio-Economic Impact of a COVID-19 Pre-Screening Solution (AI/ML) R. Swartzbaugh Amil Khanzada Praveen Govindan Mert Pilanci A. Owoyemi ... Hugo Estrada Richard Nall Michael Lotito Rich Falcone CuraeSoft Corporation 11 0 0 21 Jan 2022
Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough Esin Darici Haritaoglu Nicholas Rasmussen Daniel C. H. Tan J. JenniferRanjani Jaclyn Xiao ... Minami Yamaura Laura Gomezjurado Aaron Broukhim Amil Khanzada Mert Pilanci 10 9 0 05 Jan 2022
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels Javier Andreu-Perez Humberto Pérez-Espinosa Eva Timonet Mehrin Kiani M. I. Girón-Pérez ... O. F. Reyes-Galaviz A. Torres-García C. Reyes-García Zulfiqar Ali Francisco Rivas 29 80 0 10 Nov 2021
Wake-Cough: cough spotting and cougher identification for personalised long-term cough monitoring Madhurananda Pahar Marisa Klopper B. Reeve Robin Warren G. Theron A. Diacon T. Niesler 18 6 0 07 Oct 2021
An Ensemble-based Multi-Criteria Decision Making Method for COVID-19 Cough Classification N. K. Chowdhury M. A. Kabir Md. Muhtadir Rahman 11 8 0 01 Oct 2021
Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds Long H. Nguyen Nhat Truong Pham Van Huong Do Liu Tai Nguyen Thanh Tin Nguyen Van Dung Do Hai Nguyen Ngoc Duy Nguyen 14 0 0 06 Sep 2021
Multimodal Detection of COVID-19 Symptoms using Deep Learning & Probability-based Weighting of Modes M. Effati Yu-Chen Sun H. Naguib G. Nejat 11 0 0 03 Sep 2021
Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals Madhurananda Pahar Igor Miranda A. Diacon T. Niesler 25 19 0 31 Aug 2021
Lung Sound Classification Using Co-tuning and Stochastic Normalization T. Nguyen Franz Pernkopf 14 84 0 04 Aug 2021
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification Hao Xue Flora D. Salim SSL 11 40 0 17 May 2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data Tong Xia Jing Han Lorena Qendro T. Dang Cecilia Mascolo 19 27 0 05 Apr 2021
COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features Madhurananda Pahar Marisa Klopper Robin Warren T. Niesler 24 76 0 02 Apr 2021
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment Madhurananda Pahar Marisa Klopper B. Reeve G. Theron Robin Warren T. Niesler 11 68 0 23 Mar 2021
QUCoughScope: An Artificially Intelligent Mobile Application to Detect Asymptomatic COVID-19 Patients using Cough and Breathing Sounds M. Chowdhury Nabil Ibtehaz Tawsifur Rahman Y. Mekki Yazan Qibalwey S. Mahmud Maymouna Ezeddin S. Zughaier S. Al-Máadeed 14 28 0 20 Mar 2021
Diagnosis of COVID-19 and Non-COVID-19 Patients by Classifying Only a Single Cough Sound Mesut Melek 11 44 0 08 Feb 2021
DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System Justice Amoh K. Odame HAI 19 53 0 08 Sep 2015