A5055528031- COVID-19 diagnosis using AI
- Retinal Imaging and Analysis
- Misinformation and Its Impacts
- Optical Systems and Laser Technology
- Glaucoma and retinal disorders
- Digital Imaging for Blood Diseases
- Advanced Image Processing Techniques
- Vaccine Coverage and Hesitancy
Government College University, Faisalabad
2022-2023
Respiratory viruses known as coronaviruses infect people and cause death. The multiple crown-like spikes on the virus’s surface give them name “corona”. pandemic has resulted in a global health crisis it is expected that every year we will have to fight against different COVID-19 variants. In this critical situation, existence of vaccinations provides hope for mankind. Despite severe vaccination campaigns recommendations from experts government, perceptions regarding risks share their views...
Abstract The proposed deep learning framework for glaucoma classification addresses critical challenges of limited data and computational costs. Employing augmentation normalization techniques, the three‐stage model, utilizing InceptionV3 ResNet50, achieves high training (99.3% ‐ 99.8%) testing accuracy (91.6% 92.12%) on a dataset comprising 16,328 images from fused public datasets. This outperforms existing automated models. approach leverages transfer convolutional neural networks,...
Deep learning is a branch of study that simulates the human brain and allows from large data. In recent years, deep techniques have become more prevalent in range applications. These been widely employed image processing, especially for object detection, augmentation, super-resolution. Single-image super-resolution, which converts low-resolution images into high-resolution ones, significant application learning. Outstanding perceptual antagonistic outcomes achieved using multiple...