Roneel V. Sharan

According to our database, Roneel V. Sharan authored at least 37 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated Cough Sound Analysis for Detecting Childhood Pneumonia.

Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto

IEEE J. Biomed. Health Informatics, January, 2024

Macro-Sleep Staging With ECG-Derived Instantaneous Heart Rate and Respiration Signals and Multi-Input 1-D CNN-BiGRU.

Roneel V. Sharan, Hiroki Takeuchi, Akifumi Kishi, Yoshiharu Yamamoto

IEEE Trans. Instrum. Meas., 2024

Emotion Recognition from Speech Signals by Mel-Spectrogram and a CNN-RNN.

Roneel V. Sharan, Cecilia Mascolo, Björn W. Schuller

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Evaluation of Cough Sound Segmentation Algorithms in the Presence of Background Noise.

Roneel V. Sharan, Hao Xiong

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

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

Roneel V. Sharan, Hania Rahimi-Ardabili

Int. J. Medical Informatics, August, 2023

Cough sound detection from raw waveform using SincNet and bidirectional GRU.

Roneel V. Sharan

Biomed. Signal Process. Control., April, 2023

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

Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Denoising Cough Sound Recordings Using Neural Networks.

Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo, Roneel V. Sharan

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Family informatics.

Enrico W. Coiera, Kathleen Yin, Roneel V. Sharan, Saba Akbar, Satya Vedantam, Hao Xiong, Jenny Waldie, Annie Y. S. Lau

J. Am. Medical Informatics Assoc., 2022

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

Hao Xiong, Sidong Liu, Roneel V. Sharan, Enrico W. Coiera, Shlomo Berkovsky

Artif. Intell. Medicine, 2022

Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques.

Roneel V. Sharan

IEEE Access, 2022

Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN.

Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks.

Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky

Sensors, 2021

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

Hao Xiong, Shlomo Berkovsky, Mia Romano, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera, Lauren F. McLellan

J. Biomed. Informatics, 2021

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

Roneel V. Sharan, Shlomo Berkovsky, David Fraile Navarro, Hao Xiong, Adam Jaffe

Biomed. Signal Process. Control., 2021

ECG-Derived Respiration for Sleep-Wake Stage Classification.

Roneel V. Sharan

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2021

2020

Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model.

Hao Xiong, Shlomo Berkovsky, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

Roneel V. Sharan, Shlomo Berkovsky, Hao Xiong, Enrico W. Coiera

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves.

Roneel V. Sharan, Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Jingjie Li

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks.

Roneel V. Sharan, Shlomo Berkovsky, Sidong Liu

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

Roneel V. Sharan, Shlomo Berkovsky

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Corrections to "Automatic Croup Diagnosis Using Cough Sound Recognition".

Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter

IEEE Trans. Biomed. Eng., 2019

Automatic Croup Diagnosis Using Cough Sound Recognition.

Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter

IEEE Trans. Biomed. Eng., 2019

Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment.

Vinayak R. Swarnkar, Udantha R. Abeyratne, Brett Duce, Roneel V. Sharan, Craig Hukins, Karen McCloy

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea.

Karen McCloy, Roneel V. Sharan, Udantha R. Abeyratne, Brett Duce, Craig Hukins, Vinayak R. Swarnkar

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds.

Mrunal N. Markandeya, Udantha R. Abeyratne, Roneel V. Sharan, Craig Hukins, Brett Duce, Karen McCloy

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2017

Robust acoustic event classification using deep neural networks.

Roneel V. Sharan, Tom J. Moir

Inf. Sci., 2017

Automatic picking of snore events from overnight breath sound recordings.

Vinayak R. Swarnkar, Udantha R. Abeyratne, Roneel V. Sharan

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Cough sound analysis for diagnosing croup in pediatric patients using biologically inspired features.

Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

An overview of applications and advancements in automatic sound recognition.

Roneel V. Sharan, Tom J. Moir

Neurocomputing, 2016

2015

Subband Time-Frequency Image Texture Features for Robust Audio Surveillance.

Roneel V. Sharan, Tom J. Moir

IEEE Trans. Inf. Forensics Secur., 2015

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

Roneel V. Sharan, Tom J. Moir

Neurocomputing, 2015

Cochleagram image feature for improved robustness in sound recognition.

Roneel V. Sharan, Tom J. Moir

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Subband spectral histogram feature for improved sound recognition in low SNR conditions.

Roneel V. Sharan, Tom J. Moir

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Robust audio surveillance using spectrogram image texture feature.

Roneel V. Sharan, Tom J. Moir

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Audio surveillance under noisy conditions using time-frequency image feature.

Roneel V. Sharan, Tom J. Moir

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Comparison of multiclass SVM classification techniques in an audio surveillance application under mismatched conditions.

Roneel V. Sharan, Tom J. Moir

Proceedings of the 19th International Conference on Digital Signal Processing, 2014