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Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks

Sensors (Basel, Switzerland), 2021-05, Vol.21 (10), p.3434

2021

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Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques

IEEE access, 2022-01, Vol.10, p.1-1

Sharan, Roneel V.

2022

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Reliability of crowdsourced data and patient-reported outcome measures in cough-based COVID-19 screening

Scientific reports, 2022-12, Vol.12 (1), p.21990-21990, Article 21990

2022

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Prediction of anxiety disorders using a feature ensemble based bayesian neural network

Journal of biomedical informatics, 2021-11, Vol.123, p.103921-103921, Article 103921

2021

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Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: A systematic review

International journal of medical informatics (Shannon, Ireland), 2023-08, Vol.176, p.105093-105093, Article 105093

2023

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Automated Cough Sound Analysis for Detecting Childhood Pneumonia

IEEE journal of biomedical and health informatics, 2024-01, Vol.28 (1), p.193-203

2024

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Weak label based Bayesian U-Net for optic disc segmentation in fundus images

Artificial intelligence in medicine, 2022-04, Vol.126, p.102261-102261, Article 102261

2022

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An overview of applications and advancements in automatic sound recognition

Neurocomputing (Amsterdam), 2016-08, Vol.200, p.22-34

2016

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Automatic Croup Diagnosis Using Cough Sound Recognition

IEEE transactions on biomedical engineering, 2019-02, Vol.66 (2), p.485-495

2019

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IEEE_Xplore

Acoustic event recognition using cochleagram image and convolutional neural networks

Applied acoustics, 2019-05, Vol.148, p.62-66

2019

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Robust acoustic event classification using deep neural networks

Information sciences, 2017-08, Vol.396, p.24-32

2017

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Corrections to "Automatic Croup Diagnosis Using Cough Sound Recognition"

IEEE transactions on biomedical engineering, 2019-05, Vol.66 (5), p.1491-1491

2019

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IEEE_Xplore

End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks

Journal of medical and biological engineering, 2021-10, Vol.41 (5), p.758-766

2021

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Subband Time-Frequency Image Texture Features for Robust Audio Surveillance

IEEE transactions on information forensics and security, 2015-12, Vol.10 (12), p.2605-2615

2015

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IEEE_Xplore

Cough sound detection from raw waveform using SincNet and bidirectional GRU

Biomedical signal processing and control, 2023-04, Vol.82, p.104580, Article 104580

Sharan, Roneel V.

2023

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Robust audio surveillance using spectrogram image texture feature

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, p.1956-1960

2015

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IEEE_Xplore

Client-server control architecture for a vision-based pick-and-place robot

Proceedings of the Institution of Mechanical Engineers. Part B, Journal of engineering manufacture, 2012-08, Vol.226 (8), p.1369-1378

2012

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Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.545-548

2020

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Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Pseudo-color cochleagram image feature and sequential feature selection for robust acoustic event recognition

Applied acoustics, 2018-11, Vol.140, p.198-204

2018

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Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN

2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022, p.01-04

2022

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IEEE_Xplore

Denoising Cough Sound Recordings Using Neural Networks

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.637-640

2020

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Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM

Neurocomputing (Amsterdam), 2015-06, Vol.158, p.90-99

2015

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Detecting pertussis in the pediatric population using respiratory sound events and CNN

Biomedical signal processing and control, 2021-07, Vol.68, p.102722, Article 102722

2021

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Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks

Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques

Reliability of crowdsourced data and patient-reported outcome measures in cough-based COVID-19 screening

Prediction of anxiety disorders using a feature ensemble based bayesian neural network

Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: A systematic review

Automated Cough Sound Analysis for Detecting Childhood Pneumonia

Weak label based Bayesian U-Net for optic disc segmentation in fundus images

An overview of applications and advancements in automatic sound recognition

Automatic Croup Diagnosis Using Cough Sound Recognition

Acoustic event recognition using cochleagram image and convolutional neural networks

Robust acoustic event classification using deep neural networks

Corrections to "Automatic Croup Diagnosis Using Cough Sound Recognition"

End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks

Subband Time-Frequency Image Texture Features for Robust Audio Surveillance

Cough sound detection from raw waveform using SincNet and bidirectional GRU

Robust audio surveillance using spectrogram image texture feature

Client-server control architecture for a vision-based pick-and-place robot

Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks

Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron

Pseudo-color cochleagram image feature and sequential feature selection for robust acoustic event recognition

Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN

Denoising Cough Sound Recordings Using Neural Networks

ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea

Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM

Detecting pertussis in the pediatric population using respiratory sound events and CNN

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