Roneel V. Sharan

39 papers Misc 1Journal 18Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Uncertainty-guided attention learning for malaria parasite detection in thick blood smears. Neural Networks Hao Xiong, Zhiyong Wang, Roneel V. Sharan, Shlomo Berkovsky
2025	J	`jnl`	Wet and dry cough classification using cough sound characteristics and machine learning: A systematic review. Int. J. Medical Informatics Roneel V. Sharan, Hao Xiong
2024	J	`jnl`	Automated Cough Sound Analysis for Detecting Childhood Pneumonia. IEEE J. Biomed. Health Informatics Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
2024	—	`conf`	Emotion Recognition from Speech Signals by Mel-Spectrogram and a CNN-RNN. EMBC Roneel V. Sharan, Cecilia Mascolo, Björn W. Schuller
2024	—	`conf`	Evaluation of Cough Sound Segmentation Algorithms in the Presence of Background Noise. EMBC Roneel V. Sharan, Hao Xiong
2024	J	`jnl`	Macro-Sleep Staging With ECG-Derived Instantaneous Heart Rate and Respiration Signals and Multi-Input 1-D CNN-BiGRU. IEEE Trans. Instrum. Meas. Roneel V. Sharan, Hiroki Takeuchi, Akifumi Kishi, Yoshiharu Yamamoto
2023	J	`jnl`	Cough sound detection from raw waveform using SincNet and bidirectional GRU. Biomed. Signal Process. Control. Roneel V. Sharan
2023	—	`conf`	Denoising Cough Sound Recordings Using Neural Networks. EMBC Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo, Roneel V. Sharan
2023	—	`conf`	Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron. EMBC Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
2023	J	`jnl`	Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: A systematic review. Int. J. Medical Informatics Roneel V. Sharan, Hania Rahimi-Ardabili
2022	—	`conf`	Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. BHI Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
2022	J	`jnl`	Family informatics. J. Am. Medical Informatics Assoc. Enrico W. Coiera, Kathleen Yin, Roneel V. Sharan, Saba Akbar, Satya Vedantam, Hao Xiong, Jenny Waldie, Annie Y. S. Lau
2022	J	`jnl`	Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques. IEEE Access Roneel V. Sharan
2022	J	`jnl`	Weak label based Bayesian U-Net for optic disc segmentation in fundus images. Artif. Intell. Medicine Hao Xiong, Sidong Liu, Roneel V. Sharan, Enrico W. Coiera, Shlomo Berkovsky
2021	J	`jnl`	Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks. Sensors Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
2021	J	`jnl`	Detecting pertussis in the pediatric population using respiratory sound events and CNN. Biomed. Signal Process. Control. Roneel V. Sharan, Shlomo Berkovsky, David Fraile Navarro, Hao Xiong, Adam Jaffe
2021	—	`conf`	ECG-Derived Respiration for Sleep-Wake Stage Classification. IICAIET Roneel V. Sharan
2021	J	`jnl`	Prediction of anxiety disorders using a feature ensemble based bayesian neural network. J. Biomed. Informatics Hao Xiong, Shlomo Berkovsky, Mia Romano, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera, Lauren F. McLellan
2020	—	`conf`	Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves. EMBC Roneel V. Sharan, Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Jingjie Li
2020	—	`conf`	ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea. EMBC Roneel V. Sharan, Shlomo Berkovsky, Hao Xiong, Enrico W. Coiera
2020	—	`conf`	Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks. EMBC Roneel V. Sharan, Shlomo Berkovsky
2020	—	`conf`	Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model. EMBC Hao Xiong, Shlomo Berkovsky, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera
2020	—	`conf`	Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks. EMBC Roneel V. Sharan, Shlomo Berkovsky, Sidong Liu
2019	J	`jnl`	Automatic Croup Diagnosis Using Cough Sound Recognition. IEEE Trans. Biomed. Eng. Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter
2019	J	`jnl`	Corrections to "Automatic Croup Diagnosis Using Cough Sound Recognition". IEEE Trans. Biomed. Eng. Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter
2019	—	`conf`	Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment. BioCAS Vinayak R. Swarnkar, Udantha R. Abeyratne, Brett Duce, Roneel V. Sharan, Craig Hukins, Karen McCloy
2019	—	`conf`	Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds. BioCAS Mrunal N. Markandeya, Udantha R. Abeyratne, Roneel V. Sharan, Craig Hukins, Brett Duce, Karen McCloy
2019	—	`conf`	Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea. BioCAS Karen McCloy, Roneel V. Sharan, Udantha R. Abeyratne, Brett Duce, Craig Hukins, Vinayak R. Swarnkar
2017	—	`conf`	Automatic picking of snore events from overnight breath sound recordings. EMBC Vinayak R. Swarnkar, Udantha R. Abeyratne, Roneel V. Sharan
2017	—	`conf`	Cough sound analysis for diagnosing croup in pediatric patients using biologically inspired features. EMBC Roneel V. Sharan, Udantha R. Abeyratne, Vinayak R. Swarnkar, Paul Porter
2017	J	`jnl`	Robust acoustic event classification using deep neural networks. Inf. Sci. Roneel V. Sharan, Tom J. Moir
2016	J	`jnl`	An overview of applications and advancements in automatic sound recognition. Neurocomputing Roneel V. Sharan, Tom J. Moir
2015	—	`conf`	Cochleagram image feature for improved robustness in sound recognition. DSP Roneel V. Sharan, Tom J. Moir
2015	J	`jnl`	Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM. Neurocomputing Roneel V. Sharan, Tom J. Moir
2015	Misc	`conf`	Robust audio surveillance using spectrogram image texture feature. ICASSP Roneel V. Sharan, Tom J. Moir
2015	J	`jnl`	Subband Time-Frequency Image Texture Features for Robust Audio Surveillance. IEEE Trans. Inf. Forensics Secur. Roneel V. Sharan, Tom J. Moir
2015	—	`conf`	Subband spectral histogram feature for improved sound recognition in low SNR conditions. DSP Roneel V. Sharan, Tom J. Moir
2014	—	`conf`	Audio surveillance under noisy conditions using time-frequency image feature. DSP Roneel V. Sharan, Tom J. Moir
2014	—	`conf`	Comparison of multiclass SVM classification techniques in an audio surveillance application under mismatched conditions. DSP Roneel V. Sharan, Tom J. Moir