Accelerometer-based bed occupancy detection for automatic, non-invasive long-term cough monitoring
Pahar, Madhurananda, Miranda, Igor, Diacon, Andreas, Niesler, Thomas
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
COVID-19 cough classification using machine learning and global smartphone recordings
Pahar, Madhurananda, Klopper, Marisa, Warren, Robin, Niesler, Thomas
Published in Computers in biology and medicine (01.08.2021)
Published in Computers in biology and medicine (01.08.2021)
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Journal Article
Automatic cough classification for tuberculosis screening in a real-world environment
Pahar, Madhurananda, Klopper, Marisa, Reeve, Byron, Warren, Rob, Theron, Grant, Niesler, Thomas
Published in Physiological measurement (01.10.2021)
Published in Physiological measurement (01.10.2021)
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Journal Article
Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements
Pahar, Madhurananda, Miranda, Igor, Diacon, Andreas, Niesler, Thomas
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Cough as Noninvasive Biomarker for Monitoring Tuberculosis Treatment: A Proof-of-Concept Study
Janssen, Saskia, Upton, Caryn M, De Jager, Veronique R, Faraj, Alan, Pahar, Madhurananda, Miranda, Igor D S, Diacon, Andreas H, Simonsson, Ulrika S H, Niesler, Thomas R
Published in Annals of the American Thoracic Society (01.12.2023)
Published in Annals of the American Thoracic Society (01.12.2023)
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Journal Article
Machine Learning Prediction of Hospitalization due to COVID-19 based on Self-Reported Symptoms: A Study for Brazil
Miranda, Igor, Cardoso, Gildeberto, Pahar, Madhurananda, Oliveira, Gabriel, Niesler, Thomas
Published in 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (27.07.2021)
Published in 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (27.07.2021)
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Conference Proceeding
Coding and Decoding Speech using a Biologically Inspired Coding System
Pahar, Madhurananda, Smith, Leslie S.
Published in 2020 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2020)
Published in 2020 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2020)
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Conference Proceeding
Accelerometer-based Bed Occupancy Detection for Automatic, Non-invasive Long-term Cough Monitoring
Pahar, Madhurananda, Miranda, Igor, Diacon, Andreas, Niesler, Thomas
Published in arXiv.org (13.03.2022)
Published in arXiv.org (13.03.2022)
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Paper
Journal Article
Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals
Pahar, Madhurananda, Miranda, Igor, Diacon, Andreas, Niesler, Thomas
Published in arXiv.org (31.08.2021)
Published in arXiv.org (31.08.2021)
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Paper
Journal Article
COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features
Pahar, Madhurananda, Klopper, Marisa, Warren, Robin, Niesler, Thomas
Published in arXiv.org (18.08.2021)
Published in arXiv.org (18.08.2021)
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Paper
Journal Article
Automatic Tuberculosis and COVID-19 cough classification using deep learning
Pahar, Madhurananda, Klopper, Marisa, Reeve, Byron, Warren, Rob, Theron, Grant, Diacon, Andreas, Niesler, Thomas
Published in 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) (20.07.2022)
Published in 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) (20.07.2022)
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Conference Proceeding
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Pahar, Madhurananda, Klopper, Marisa, Warren, Robin, Niesler, Thomas
Published in arXiv.org (14.06.2021)
Published in arXiv.org (14.06.2021)
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Paper
Journal Article
Wake-Cough: cough spotting and cougher identification for personalised long-term cough monitoring
Pahar, Madhurananda, Klopper, Marisa, Reeve, Byron, Warren, Rob, Theron, Grant, Diacon, Andreas, Niesler, Thomas
Published in 2022 30th European Signal Processing Conference (EUSIPCO) (29.08.2022)
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Published in 2022 30th European Signal Processing Conference (EUSIPCO) (29.08.2022)
Conference Proceeding
Deep Neural Network based Cough Detection using Bed-mounted Accelerometer Measurements
Pahar, Madhurananda, Miranda, Igor, Diacon, Andreas, Niesler, Thomas
Published in arXiv.org (09.02.2021)
Published in arXiv.org (09.02.2021)
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Paper
Journal Article
Automatic Tuberculosis and COVID-19 cough classification using deep learning
Pahar, Madhurananda, Klopper, Marisa, Reeve, Byron, Warren, Rob, Theron, Grant, Diacon, Andreas, Niesler, Thomas
Published in arXiv.org (10.09.2022)
Published in arXiv.org (10.09.2022)
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Paper
Journal Article
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment
Pahar, Madhurananda, Klopper, Marisa, Reeve, Byron, Theron, Grant, Warren, Rob, Niesler, Thomas
Published in arXiv.org (17.10.2021)
Published in arXiv.org (17.10.2021)
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Paper
Journal Article