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Saswati Sanyal Choudhury

2 papers in the library · publishing 2025-2026

Papers

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A deep learning approach for analyzing brainwave signals during audio meditation in expectant mothers: variational mode decomposition with a CNN-BiLSTM model.

Biomedical physics & engineering express March 31, 2026 Daisy Das, Nabamita Deb, Saswati Sanyal Choudhury

Meditation has increasingly been recognized as a helpful non-pharmacological intervention to treat psychological stress, anxiety, and depression during pregnancy-a period that plays a significant role in maternal and fetal health. Although very popular, there is very little scientific evidence on how brief audio meditation affects brain activity in pregnant women. This work reports an EEG-based...

Evaluating Brain Activity in Response to Short Meditation Stimuli Using R-Score, Electroencephalography, and Neural Networks.

Annals of Neurosciences October 17, 2025 Daisy Das, Nabamita Deb, Rita Rani Talukdar et al.

Stress is a major problem in today's culture, especially for expectant mothers. Newer therapies that show promising avenues for the reduction of stress include sound therapy, yoga, mantra chanting, and meditation (M). Electroencephalography (EEG) electroencephalography plays an important role in understanding the relaxation effects caused by these practices. This study looks at the immediate...