Roneel V. Sharan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 32

Top Topics

Top Venues

Biomed. Signal Process. Control.

Publications

Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
Automated Cough Sound Analysis for Detecting Childhood Pneumonia. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Roneel V. Sharan, Hania Rahimi-Ardabili
Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: A systematic review. Int. J. Medical Informatics 176 (2023)
Roneel V. Sharan
Cough sound detection from raw waveform using SincNet and bidirectional GRU. Biomed. Signal Process. Control. 82 (2023)
Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo, Roneel V. Sharan
Denoising Cough Sound Recordings Using Neural Networks. EMBC (2023)
Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron. EMBC (2023)
Hao Xiong, Sidong Liu, Roneel V. Sharan, Enrico W. Coiera, Shlomo Berkovsky
Weak label based Bayesian U-Net for optic disc segmentation in fundus images. Artif. Intell. Medicine 126 (2022)
Enrico W. Coiera, Kathleen Yin, Roneel V. Sharan, Saba Akbar, Satya Vedantam, Hao Xiong, Jenny Waldie, Annie Y. S. Lau
Family informatics. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Roneel V. Sharan
Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques. IEEE Access 10 (2022)
Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. BHI (2022)
Roneel V. Sharan, Shlomo Berkovsky, David Fraile Navarro, Hao Xiong, Adam Jaffe
Detecting pertussis in the pediatric population using respiratory sound events and CNN. Biomed. Signal Process. Control. 68 (2021)
Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks. Sensors 21 (10) (2021)
Hao Xiong, Shlomo Berkovsky, Mia Romano, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera, Lauren F. McLellan
Prediction of anxiety disorders using a feature ensemble based bayesian neural network. J. Biomed. Informatics 123 (2021)
Roneel V. Sharan
ECG-Derived Respiration for Sleep-Wake Stage Classification. IICAIET (2021)
Roneel V. Sharan, Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Jingjie Li
Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves. EMBC (2020)
Roneel V. Sharan, Shlomo Berkovsky
Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks. EMBC (2020)
Roneel V. Sharan, Shlomo Berkovsky, Sidong Liu
Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks. EMBC (2020)
Hao Xiong, Shlomo Berkovsky, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera
Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model. EMBC (2020)
Roneel V. Sharan, Shlomo Berkovsky, Hao Xiong, Enrico W. Coiera
ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea. EMBC (2020)
Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter
Automatic Croup Diagnosis Using Cough Sound Recognition. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Vinayak R. Swarnkar, Udantha R. Abeyratne, Brett Duce, Roneel V. Sharan, Craig Hukins, Karen McCloy
Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment. BioCAS (2019)
Karen McCloy, Roneel V. Sharan, Udantha R. Abeyratne, Brett Duce, Craig Hukins, Vinayak R. Swarnkar
Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea. BioCAS (2019)
Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter
Corrections to "Automatic Croup Diagnosis Using Cough Sound Recognition". IEEE Trans. Biomed. Eng. 66 (5) (2019)
Mrunal N. Markandeya, Udantha R. Abeyratne, Roneel V. Sharan, Craig Hukins, Brett Duce, Karen McCloy
Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds. BioCAS (2019)
Roneel V. Sharan, Tom J. Moir
Robust acoustic event classification using deep neural networks. Inf. Sci. 396 (2017)
Vinayak R. Swarnkar, Udantha R. Abeyratne, Roneel V. Sharan
Automatic picking of snore events from overnight breath sound recordings. EMBC (2017)
Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter
Cough sound analysis for diagnosing croup in pediatric patients using biologically inspired features. EMBC (2017)
Roneel V. Sharan, Tom J. Moir
An overview of applications and advancements in automatic sound recognition. Neurocomputing 200 (2016)
Roneel V. Sharan, Tom J. Moir
Subband Time-Frequency Image Texture Features for Robust Audio Surveillance. IEEE Trans. Inf. Forensics Secur. 10 (12) (2015)
Roneel V. Sharan, Tom J. Moir
Subband spectral histogram feature for improved sound recognition in low SNR conditions. DSP (2015)
Roneel V. Sharan, Tom J. Moir
Cochleagram image feature for improved robustness in sound recognition. DSP (2015)
Roneel V. Sharan, Tom J. Moir
Robust audio surveillance using spectrogram image texture feature. ICASSP (2015)
Roneel V. Sharan, Tom J. Moir
Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM. Neurocomputing 158 (2015)
Roneel V. Sharan, Tom J. Moir
Audio surveillance under noisy conditions using time-frequency image feature. DSP (2014)
Roneel V. Sharan, Tom J. Moir
Comparison of multiclass SVM classification techniques in an audio surveillance application under mismatched conditions. DSP (2014)