3 papers
cs.LG2021
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease
Yash Kumar, Piyush Maheshwari, Shreyansh Joshi +1
Alzheimer's disease (AD) is a neurodegenerative disease that affects nearly 50 million individuals across the globe and is one of the leading causes of deaths globally. It is proje…
cs.LG2021
Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field
Mahak Kothari, Shreyansh Joshi, Adarsh Nandanwar +2
Auditory attention is a selective type of hearing in which people focus their attention intentionally on a specific source of a sound or spoken words whilst ignoring or inhibiting…
cs.CL2021
Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT
Akshay Valsaraj, Ithihas Madala, Nikhil Garg +1
Alzheimers disease is a fatal progressive brain disorder that worsens with time. It is high time we have inexpensive and quick clinical diagnostic techniques for early detection an…