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Roneel V. Sharan
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2020 – today
- 2024
- [j16]Roneel V. Sharan
, Hiroki Takeuchi
Macro-Sleep Staging With ECG-Derived Instantaneous Heart Rate and Respiration Signals and Multi-Input 1-D CNN-BiGRU. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j15]Roneel V. Sharan
Automated Cough Sound Analysis for Detecting Childhood Pneumonia. IEEE J. Biomed. Health Informatics 28(1): 193-203 (2024) - 2023
- [j14]Roneel V. Sharan
Cough sound detection from raw waveform using SincNet and bidirectional GRU. Biomed. Signal Process. Control. 82: 104580 (2023) - [j13]Roneel V. Sharan
Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: A systematic review. Int. J. Medical Informatics 176: 105093 (2023) - [c19]Laya Jose, Shlomo Berkovsky
Denoising Cough Sound Recordings Using Neural Networks. EMBC 2023: 1-4 - [c18]Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto:
Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron. EMBC 2023: 1-4 - 2022
- [j12]Roneel V. Sharan
Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques. IEEE Access 10: 133958-133968 (2022) - [j11]Hao Xiong, Sidong Liu
Weak label based Bayesian U-Net for optic disc segmentation in fundus images. Artif. Intell. Medicine 126: 102261 (2022) - [j10]Enrico W. Coiera
Family informatics. J. Am. Medical Informatics Assoc. 29(7): 1310-1315 (2022) - [c17]Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. BHI 2022: 1-4 - 2021
- [j9]Roneel V. Sharan
Detecting pertussis in the pediatric population using respiratory sound events and CNN. Biomed. Signal Process. Control. 68: 102722 (2021) - [j8]Hao Xiong, Shlomo Berkovsky
Prediction of anxiety disorders using a feature ensemble based bayesian neural network. J. Biomed. Informatics 123: 103921 (2021) - [j7]Roneel V. Sharan
Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks. Sensors 21(10): 3434 (2021) - [c16]Roneel V. Sharan:
ECG-Derived Respiration for Sleep-Wake Stage Classification. IICAIET 2021: 1-4 - 2020
- [c15]Roneel V. Sharan, Shlomo Berkovsky
Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves. EMBC 2020: 62-65 - [c14]Roneel V. Sharan, Shlomo Berkovsky
Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks. EMBC 2020: 545-548 - [c13]Roneel V. Sharan, Shlomo Berkovsky
ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea. EMBC 2020: 637-640 - [c12]Roneel V. Sharan, Shlomo Berkovsky
Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks. EMBC 2020: 998-1001 - [c11]Hao Xiong, Shlomo Berkovsky
Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model. EMBC 2020: 2155-2158
2010 – 2019
- 2019
- [j6]Roneel V. Sharan
Automatic Croup Diagnosis Using Cough Sound Recognition. IEEE Trans. Biomed. Eng. 66(2): 485-495 (2019) - [j5]Roneel V. Sharan
Corrections to "Automatic Croup Diagnosis Using Cough Sound Recognition". IEEE Trans. Biomed. Eng. 66(5): 1491 (2019) - [c10]Mrunal N. Markandeya, Udantha R. Abeyratne, Roneel V. Sharan, Craig Hukins, Brett Duce
Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds. BioCAS 2019: 1-4 - [c9]Karen McCloy
Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea. BioCAS 2019: 1-4 - [c8]Vinayak R. Swarnkar, Udantha R. Abeyratne, Brett Duce
Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment. BioCAS 2019: 1-4 - 2017
- [j4]Roneel V. Sharan, Tom J. Moir:
Robust acoustic event classification using deep neural networks. Inf. Sci. 396: 24-32 (2017) - [c7]Vinayak R. Swarnkar, Udantha R. Abeyratne, Roneel V. Sharan:
Automatic picking of snore events from overnight breath sound recordings. EMBC 2017: 2822-2825 - [c6]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: 4578-4581 - 2016
- [j3]Roneel V. Sharan, Tom J. Moir:
An overview of applications and advancements in automatic sound recognition. Neurocomputing 200: 22-34 (2016) - 2015
- [j2]Roneel V. Sharan, Tom J. Moir:
Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM. Neurocomputing 158: 90-99 (2015) - [j1]Roneel V. Sharan, Tom J. Moir:
Subband Time-Frequency Image Texture Features for Robust Audio Surveillance. IEEE Trans. Inf. Forensics Secur. 10(12): 2605-2615 (2015) - [c5]Roneel V. Sharan, Tom J. Moir:
Robust audio surveillance using spectrogram image texture feature. ICASSP 2015: 1956-1960 - [c4]Roneel V. Sharan, Tom J. Moir:
Subband spectral histogram feature for improved sound recognition in low SNR conditions. DSP 2015: 432-435 - [c3]Roneel V. Sharan, Tom J. Moir:
Cochleagram image feature for improved robustness in sound recognition. DSP 2015: 441-444 - 2014
- [c2]Roneel V. Sharan, Tom J. Moir:
Comparison of multiclass SVM classification techniques in an audio surveillance application under mismatched conditions. DSP 2014: 83-88 - [c1]Roneel V. Sharan, Tom J. Moir:
Audio surveillance under noisy conditions using time-frequency image feature. DSP 2014: 130-135
Coauthor Index
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