2 citations · 2 across the 4 of their papers we have counts for
4 papers
Uncertainty-Aware Multi-view Arrhythmia Classification from ECG
Mohd Ashhad, Sana Rahmani, Mohammed Fayiz +2
We propose a deep neural architecture that performs uncertainty-aware multi-view classification of arrhythmia from ECG. Our method learns two different views (1D and 2D) of single-…
Generating Accurate Synthetic Survival Data by Conditioning on Outcomes
Mohd Ashhad, Ricardo Henao
Synthetically generated data can improve privacy, fairness, and data accessibility; however, it can be challenging in specialized scenarios such as survival analysis. One key chall…
MVD:A Novel Methodology and Dataset for Acoustic Vehicle Type Classification
Mohd Ashhad, Omar Ahmed, Sooraj K. Ambat +2
Rising urban populations have led to a surge in vehicle use and made traffic monitoring and management indispensable. Acoustic traffic monitoring (ATM) offers a cost-effective and…
Improved Vehicle Sub-type Classification for Acoustic Traffic Monitoring
Mohd Ashhad, Umang Goenka, Aaryan Jagetia +3
The detection and classification of vehicles on the road is a crucial task for traffic monitoring. Usually, Computer Vision (CV) algorithms dominate the task of vehicle classificat…