Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework

no code implementations • 3 Aug 2023 • Tariq Adnan, Md Saiful Islam, Wasifur Rahman, Sangwu Lee, Sutapa Dey Tithi, Kazi Noshin, Imran Sarker, M Saifur Rahman, Ehsan Hoque

Parkinson's disease (PD) diagnosis remains challenging due to lacking a reliable biomarker and limited access to clinical care.

Real-time Seismic Intensity Prediction using Self-supervised Contrastive GNN for Earthquake Early Warning

no code implementations • 25 Jun 2023 • Rafid Umayer Murshed, Kazi Noshin, Md. Anu Zakaria, Md. Forkan Uddin, A. F. M. Saiful Amin, Mohammed Eunus Ali

In this paper, we propose a novel deep learning approach, Seismic Contrastive Graph Neural Network (SC-GNN), for highly accurate seismic intensity prediction using a small portion of initial seismic waveforms from a few seismic stations.

Contrastive Learning