Items where Author is "Sharan, Roneel V"

Article

Sharan, Roneel V and Takeuchi, Hiroki and Kishi, Akifumi and Wang, Jiabin and Watanabe, Tatsuhiko and Yamamoto, Yoshiharu (2025) Sleep staging using PPG-derived heart rate and accelerometer data from a smart ring with lightweight neural networks. IEEE Transactions on Instrumentation and Measurement, 74. pp. 1-14. DOI https://doi.org/10.1109/tim.2025.3635330

Sharan, Roneel V and Xiong, Hao (2025) Wet and dry cough classification using cough sound characteristics and machine learning: A systematic review. International Journal of Medical Informatics, 199. p. 105912. DOI https://doi.org/10.1016/j.ijmedinf.2025.105912

Sharan, Roneel V and Qian, Kun and Yamamoto, Yoshiharu (2024) Automated cough sound analysis for detecting childhood pneumonia. IEEE Journal of Biomedical and Health Informatics, 28 (1). pp. 193-203. DOI https://doi.org/10.1109/jbhi.2023.3327292

Sharan, Roneel V (2022) Productive and non-productive cough classification using biologically inspired techniques. IEEE Access, 10. pp. 133958-133968. DOI https://doi.org/10.1109/access.2022.3231640

Sharan, Roneel V and Xiong, Hao and Berkovsky, Shlomo (2021) Benchmarking audio signal representation techniques for classification with convolutional neural networks. Sensors, 21 (10). p. 3434. DOI https://doi.org/10.3390/s21103434

Conference or Workshop Item

Yi, Cailong and Sharan, Roneel V and Li, Junhua (2026) Centroid-Guided Pseudo-Label Refinement and Dual-Level Contrastive Learning for Motor-Execution-to-Motor-Imagery EEG Adaptation. In: The 9th IEEE-EMBS Conference on Biomedical Engineering and Sciences, 2026-12-09 - 2026-12-11, Kuala Lumpur, Malaysia. (In Press)

Liang, Wentuo and Sharan, Roneel V and Li, Junhua (2026) Unified EEG Classification Across Subjects and BCI Paradigms Using Complementary Geometric and Spectral Representations. In: The 9th IEEE-EMBS Conference on Biomedical Engineering and Sciences, 2026-12-09 - 2026-12-11, Kuala Lumpur, Malaysia. (In Press)