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2212.08570
Cited By
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
15 December 2022
H. Coppock
G. Nicholson
Ivan Kiskin
Vasiliki Koutra
Kieran Baker
Jobie Budd
Richard D. Payne
E. Karoune
David Hurley
Alexander Titcomb
Sabrina Egglestone
Ana Tendero Cañadas
L. Butler
R. Jersakova
J. Mellor
Selina Patel
T. Thornley
P. Diggle
Sylvia Richardson
Josef Packham
Björn W. Schuller
D. Pigoli
S. Gilmour
Stephen J. Roberts
Chris Holmes
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Papers citing
"Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers"
10 / 10 papers shown
Title
Detection of Disease on Nasal Breath Sound by New Lightweight Architecture: Using COVID-19 as An Example
Jiayuan She
Lin Shi
Peiqi Li
Ziling Dong
Renxing Li
...
Tong Zhao
Zhuochang Yang
Yajie Ji
Liang Feng
Jiangang Chen
43
1
0
01 Apr 2025
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction
Yuwei Zhang
Tong Xia
Aaqib Saeed
Cecilia Mascolo
LM&MA
26
3
0
07 Oct 2024
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19
D. Pigoli
Kieran Baker
Jobie Budd
L. Butler
H. Coppock
...
Stephen J. Roberts
Björn W. Schuller
Ana Tendero Cañadas
T. Thornley
Alexander Titcomb
11
2
0
15 Dec 2022
A large-scale and PCR-referenced vocal audio dataset for COVID-19
Jobie Budd
Kieran Baker
E. Karoune
H. Coppock
Selina Patel
...
D. Pigoli
Stephen J. Roberts
Josef Packham
T. Thornley
Chris Holmes
27
5
0
15 Dec 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
HumBugDB: A Large-scale Acoustic Mosquito Dataset
Ivan Kiskin
Marianne E. Sinka
Adam D. Cobb
Waqas Rafique
Lawrence Wang
...
E. Kaindoa
G. Killeen
Eva Herreros-Moya
Katherine J. Willis
Stephen J. Roberts
41
28
0
14 Oct 2021
The Second DiCOVA Challenge: Dataset and performance analysis for COVID-19 diagnosis using acoustics
N. Sharma
Srikanth Raj Chetupalli
Debarpan Bhattacharya
Debottam Dutta
Pravin Mote
Sriram Ganapathy
35
19
0
04 Oct 2021
IATos: AI-powered pre-screening tool for COVID-19 from cough audio samples
D. Pizzo
S. Esteban
30
24
0
27 Apr 2021
Detecting COVID-19 from Breathing and Coughing Sounds using Deep Neural Networks
Björn W. Schuller
H. Coppock
Alexander Gaskell
35
63
0
29 Dec 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
261
9,134
0
06 Jun 2015
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