Chapter 1: Introduction
This thesis examines machine learning applications in diagnostic imaging.

Chapter 2: Literature Review
CNNs have achieved 94% accuracy in tumor detection (Smith et al., 2023).
Transfer learning approaches show promise for medical imaging (Jones, 2024).
