Browsing by Subject "Medical Imaging"

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Enhancing Early Diagnosis of Rare Retinal Disease Using Deep Learning and Multimodal Image Processing on FAF Data

Jayathilake, Yasith (2025)

This research presents a deep learning based diagnostic system designed to enhance the early detection of Retinitis Pigmentosa using Fundus Autofluorescence imaging. Retinitis Pigmentosa is a rare inherited retinal disorder ...
Med-CapSRGAN - Medical Image Super-Resolution with Generative Adversarial Networks and Capsule Networks

Rodrigo, Joseph (2022)

"Despite rapid advances in medical imaging technology, the imaging devices and techniques employed impact medical image quality due to practical and safety constraints. Super-Resolution, widely studied in medical imaging, ...
Predicting the possibility of Chronic Pancreatitis

Wickramarachchi, Bawantha (2023)

"Chronic Pancreatitis is a disease that causes irreversible damage due to the inflammation of the pancreas. If this disease is not diagnosed early, it will have a critical impact on the user's health. In the project, the ...

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