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Dipen Deka

2 papers in the library · 42 citations · publishing 2023

Papers

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Nonlinear analysis of heart rate variability signals in meditative state: a review and perspective

BioMedical Engineering OnLine April 13, 2023 Bhabesh Deka, Dipen Deka 31 citations

INTRODUCTION: In recent times, an upsurge in the investigation related to the effects of meditation in reconditioning various cardiovascular and psychological disorders is seen. In majority of these studies, heart rate variability (HRV) signal is used, probably for its ease of acquisition and low cost. Although understanding the dynamical complexity of HRV is not an easy task, the advances in...

Detection of Meditation-Induced HRV Dynamics Using Averaging Technique-Based Oversampled Feature Set and Machine Learning Classifiers

IEEE Access 2023 Dipen Deka, Bhabesh Deka 11 citations

In this paper, we propose a textural information-based analysis of scalogram image obtained from continuous wavelet transform of heart rate variability (HRV) signal to study its dynamics during meditation. In addition to features from scalogram image, visibility graph-based complexity measures and multiscale permutation entropies (MPEs) from HRV signal are used to elucidate the modulation in...