MMG-net: Multi modal approach to estimate blood glucose using multi-stream and cross modality attention

MH Chowdhury, MEH Chowdhury… - … Signal Processing and …, 2024 - Elsevier
In the context of effective disease management for hyperglycemia patients, regular
monitoring of blood glucose levels is imperative. However, traditional glucose monitoring …

Comparative analysis of CNN and RNN-LSTM model-based depression detection using modified spectral and acoustic features

AA Matt, Y Kudesia, R Subashini, M Shaima… - 2024 - IET
The escalating number of suicides, particularly in India, highlights the importance of
addressing depression, anxiety, and stress at the global level. There are several research …

Unraveling emotions: Harnessing pre-trained convolutional neural networks for electroencephalogram signal analysis

MS Bin Islam, MSI Sumon, M Murugappan… - 2024 - IET
Convolutional neural networks, also known as CNNs, have shown notable progress in the
domain of biological data processing. These strategies have the potential to facilitate the …