Chapter 1

: Introduction 1.1 Introduction
1.2 Background of Study
1.3 Problem Statement
1.4 Objectives of Study
1.5 Limitations of Study
1.6 Scope of Study
1.7 Significance of Study
1.8 Structure of the Thesis
1.9 Definition of Terms

Chapter 2

: Literature Review 2.1 Introduction to Literature Review
2.2 Importance of Artificial Intelligence in Radiography
2.3 Previous Studies on Diagnostic Accuracy in Radiography
2.4 Applications of AI in Radiography
2.5 Challenges and Limitations of AI in Radiography
2.6 Current Trends in Radiography Technology
2.7 Comparison of Traditional Methods and AI in Radiography
2.8 Ethical Considerations in Implementing AI in Radiography
2.9 Future Prospects of AI in Radiography
2.10 Summary of Literature Review

Chapter 3

: Research Methodology 3.1 Introduction to Research Methodology
3.2 Research Design
3.3 Data Collection Methods
3.4 Sampling Techniques
3.5 Data Analysis Procedures
3.6 Validation Methods
3.7 Ethical Considerations
3.8 Limitations of Research Methodology

Chapter 4

: Discussion of Findings 4.1 Introduction to Discussion
4.2 Analysis of Diagnostic Accuracy Improvement with AI
4.3 Comparison of Results with Previous Studies
4.4 Interpretation of Data Findings
4.5 Implications of Findings on Radiography Practice
4.6 Discussion on Limitations Encountered
4.7 Recommendations for Future Research

Chapter 5

: Conclusion and Summary 5.1 Summary of Findings
5.2 Conclusion
5.3 Contributions to Radiography Field
5.4 Implications for Practice
5.5 Recommendations for Implementation
5.6 Areas for Future Research