[HTML][HTML] A multi-dimensional hybrid CNN-BiLSTM framework for epileptic seizure detection using electroencephalogram signal scrutiny

AB KR, S Srinivasan, SK Mathivanan… - Systems and Soft …, 2023 - Elsevier
The proposed hybrid CNN-BiLSTM architecture aims to address the challenge of detecting
epileptic seizures systematically from EEG signal analysis. The system consists of several …

Detection of Parkinson disease using multiclass machine learning approach

S Srinivasan, P Ramadass, SK Mathivanan… - Scientific Reports, 2024 - nature.com
Parkinson's Disease (PD) is a prevalent neurological condition characterized by motor and
cognitive impairments, typically manifesting around the age of 50 and presenting symptoms …