A novel dimensionality reduction approach for ECG signal via convolutional denoising autoencoder with LSTM. - Evangelin Dasan; Ithayarani Panneerselvam (Biomed. Signal Process. Control., 2021)

Joint ECG-EMG-EEG signal compression and reconstruction with incremental multimodal autoencoder approach. - Evangelin Dasan; Rajakumar Gnanaraj (Circuits Syst. Signal Process., 2022)

A Parametric Lossy Compression Techniques for Biosignals: A Review. - Evangelin Dasan; Rajakumar Gnanaraj (Wirel. Pers. Commun., 2023)

Towards the Analysis of Regularized Denoising Autoencoder for Biosignal Processing: Lasso Versus Ridge Norms. - Evangelin Dasan; Nelson Samuel Jebastin Jeyabalan (Wirel. Pers. Commun., 2024)

Vector-to-Vector Mapping with Stacked Gated Recurrent Units for Biosignal Enhancement. - Evangelin Dasan; Rajakumar Gnanaraj; Nelson Samuel Jebastin Jeyabalan (Circuits Syst. Signal Process., 2024)