Title
Mitigating Sex Bias in Audio Data-driven COPD and COVID-19 Breathing Pattern Detection Models Rachel Pfeifer Sudip Vhaduri James Eric Dietz 31 1 0 16 Sep 2024
A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images M. Campana Marco Colussi Franca Delmastro S. Mascetti Elena Pagani 15 10 0 29 May 2023
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HEAR4Health: A blueprint for making computer audition a staple of modern healthcare Andreas Triantafyllopoulos Alexander Kathan Alice Baird Lukas Christ Alexander Gebhard ... Shahin Amiriparian K. D. Bartl-Pokorny A. Batliner Florian B. Pokorny Björn W. Schuller 47 7 0 25 Jan 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 57 24 0 15 Dec 2022
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 19 2 0 15 Dec 2022
Cross-dataset COVID-19 Transfer Learning with Cough Detection, Cough Segmentation, and Data Augmentation Bagus Tris Atmaja Zanjabila Suyanto A. Sasou 32 1 0 12 Oct 2022
Developing a multi-variate prediction model for the detection of COVID-19 from Crowd-sourced Respiratory Voice Data Wafaa Aljbawi Sami O. Simons V. Urovi 21 1 0 08 Sep 2022
Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift Tong Xia Jing Han Cecilia Mascolo OOD 24 10 0 16 Dec 2021
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 31 80 0 10 Nov 2021
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques Zhiyuan Wang Haoyi Xiong Jie Zhang Sijia Yang M. Boukhechba Laura E. Barnes Daqing Zhang Dejing Dou 27 30 0 02 Jul 2021