1 results match your criteria: "Islamabad Institute of Reproduce Medicine[Affiliation]"
COVID-19 detection in chest X-ray images using deep boosted hybrid learning.
Comput Biol Med
October 2021
Islamabad Institute of Reproduce Medicine, Pakistan. Electronic address:
Article Synopsis
- A new deep learning tool has been developed to quickly and accurately detect COVID-19 in chest X-ray images, addressing the healthcare burden caused by the pandemic.
- Two frameworks, Deep Hybrid Learning (DHL) and Deep Boosted Hybrid Learning (DBHL), utilize specially designed models (COVID-RENet-1 & 2) that analyze structural features in X-rays for improved detection accuracy.
- The DBHL framework outperforms traditional models with high accuracy (98.53%) and has a user-friendly web interface that can diagnose COVID-19 in 5-10 seconds, aiming to enhance early detection and save lives.