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2012.01926
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COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Computers in Biology and Medicine (Comput Biol Med), 2020
2 December 2020
Madhurananda Pahar
Marisa Klopper
Robin Warren
T. Niesler
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Papers citing
"COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings"
39 / 39 papers shown
A XAI-based Framework for Frequency Subband Characterization of Cough Spectrograms in Chronic Respiratory Disease
Patricia Amado-Caballero
Luis M. San-José-Revuelta
Xinheng Wang
José Ramón Garmendia-Leiza
C. Alberola-López
Pablo Casaseca-de-la-Higuera
134
0
0
22 Aug 2025
XAI-Driven Spectral Analysis of Cough Sounds for Respiratory Disease Characterization
Patricia Amado-Caballero
Luis M. San-José-Revuelta
María Dolores Aguilar-García
José Ramón Garmendia-Leiza
C. Alberola-López
P. Casaseca-de-la-Higuera
165
1
0
20 Aug 2025
CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning
Justin Luong
Hao Xue
Flora D. Salim
ViT
178
0
0
04 Aug 2025
Automatic Cough Analysis for Non-Small Cell Lung Cancer Detection
Chiara Giangregorio
Cristina Maria Licciardello
Vanja Miskovic
Leonardo Provenzano
A. Pedrocchi
Andra Diana Dumitrascu
Arsela Prelaj
Marina Chiara Garassino
E. Ambrosini
Simona Ferrante
220
0
0
25 Jul 2025
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
302
9
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
275
2
0
28 Aug 2024
Distributional bias compromises leave-one-out cross-validation
George I. Austin
I. Pe’er
T. Korem
380
3
0
03 Jun 2024
Harnessing Smartwatch Microphone Sensors for Cough Detection and Classification
Pranay Jaiswal
Haroon R. Lone
141
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
258
13
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
340
6
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 Xiangji Huang
AI4MH
LM&MA
433
126
0
06 Oct 2023
Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey
Informatics in Medicine Unlocked (IMU), 2022
Aneeqa Ijaz
Muhammad Nabeel
Usama Masood
Tahir Mahmood
M. Hashmi
Iryna Posokhova
Ali Rizwan
Ali Imran
335
76
0
24 Sep 2023
EDAC: Efficient Deployment of Audio Classification Models For COVID-19 Detection
Andrej Jovanović
Mario Mihaly
Lennon Donaldson
202
0
0
11 Sep 2023
COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals
International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023
Asmaa Shati
Ghulam Mubashar Hassan
Amitava Datta
303
7
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
190
7
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
266
34
0
15 Dec 2022
TB or not TB? Acoustic cough analysis for tuberculosis classification
Interspeech (Interspeech), 2022
Geoffrey S Frost
G. Theron
T. Niesler
169
11
0
02 Sep 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Idil Aytekin
Onat Dalmaz
Kaan Gonc
H. Ankishan
E. Saritas
Ulas Bagci
H. Celik
Tolga Çukur
207
25
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
286
22
0
11 May 2022
Fused Audio Instance and Representation for Respiratory Disease Detection
Tuan Truong
Matthias Lenga
A. Serrurier
Sadegh Mohammadi
341
0
0
22 Apr 2022
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Jiangeng Chang
Y. Ruan
Shaoze Cui
John Soong Tshon Yit
Mengling Feng
279
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
291
2
0
31 Mar 2022
Accelerometer-based Bed Occupancy Detection for Automatic, Non-invasive Long-term Cough Monitoring
IEEE Access (IEEE Access), 2022
Madhurananda Pahar
Igor Miranda
A. Diacon
T. Niesler
316
12
0
08 Feb 2022
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Xing-Yu Chen
Qiu-shi Zhu
Jie Zhang
Lirong Dai
262
17
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
138
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
290
13
0
05 Jan 2022
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
280
7
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
278
9
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
169
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
225
0
0
03 Sep 2021
Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals
Journal of Signal Processing Systems (JSPS), 2021
Madhurananda Pahar
Igor Miranda
A. Diacon
T. Niesler
314
25
0
31 Aug 2021
Lung Sound Classification Using Co-tuning and Stochastic Normalization
IEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2021
T. Nguyen
Franz Pernkopf
175
135
0
04 Aug 2021
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification
Knowledge Discovery and Data Mining (KDD), 2021
Hao Xue
Flora D. Salim
SSL
268
46
0
17 May 2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data
Interspeech (Interspeech), 2021
Tong Xia
Jing Han
Lorena Qendro
T. Dang
Cecilia Mascolo
481
29
0
05 Apr 2021
COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features
Computers in Biology and Medicine (Comput Biol Med), 2021
Madhurananda Pahar
Marisa Klopper
Robin Warren
T. Niesler
483
87
0
02 Apr 2021
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment
Physiological Measurement (Physiol. Meas.), 2021
Madhurananda Pahar
Marisa Klopper
B. Reeve
G. Theron
Robin Warren
T. Niesler
300
78
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
161
39
0
20 Mar 2021
Diagnosis of COVID-19 and Non-COVID-19 Patients by Classifying Only a Single Cough Sound
Mesut Melek
233
45
0
08 Feb 2021
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data
Knowledge Discovery and Data Mining (KDD), 2020
Chloë Brown
Jagmohan Chauhan
Andreas Grammenos
Jing Han
Apinan Hasthanasombat
Dimitris Spathis
Tong Xia
Pietro Cicuta
Cecilia Mascolo
602
434
0
10 Jun 2020
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