Heart Abnormality Detection from Heart Sound Signals using MFCC Feature and Dual Stream Attention Based Network

no code implementations • 17 Nov 2022 • Nayeeb Rashid, Swapnil Saha, Mohseu Rashid Subah, Rizwan Ahmed Robin, Syed Mortuza Hasan Fahim, Shahed Ahmed, Talha Ibn Mahmud

In this paper we propose a novel deep learning based dual stream network with attention mechanism that uses both the raw heart sound signal and the MFCC features to detect abnormality in heart condition of a patient.

Anomaly Detection

ResCovNet: A Deep Learning-Based Architecture For COVID-19 Detection From Chest CT Scan Images

no code implementations • 17 Nov 2020 • Ankan Ghosh Dastider, Mohseu Rashid Subah, Farhan Sadik, Tanvir Mahmud, Shaikh Anowarul Fattah

Automatic disease detection using machine learning-based techniques from X-ray and computed tomography (CT) can play a major role in the frontline to assist medical professionals during the current outbreak of COVID-19.

BIG-bench Machine Learning Computed Tomography (CT)