Alabdulateef, Saifuldeen Refaat MohammedSheet.

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)

W26.55