Lung Cancer Detection from Chest X-rays Using ViT and ResNet18 with Segmentation-Based Preprocessing /
Saifuldeen Refaat MohammedSheet Alabdulateef ; Thesis supervisor: Assoc. Prof. Dr. John Bush Idoko.
- Nicosia : Near East University, 2025.
- xviii, 114 pages : ill. ; 30 cm.
Thesis (Master)
Includes bibliographical references.
Text in English
Near East University--Dissertation
Institute of Graduate Studie--Computer Engineering--Near East University Lung Cancer--Deep Learning--Chest X-Ray Vision Transformer (ViT)--ResNet18 Image Segmentation--OpenCV, Otsu’s thresholding--Medical Image Analysis Classical Preprocessing--AdamW Optimizer Classification Accuracy--Computer-Aided Diagnosis Transformer-Based Models Convolutional Neural Networks (CNNs)