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Table of Contents:

Chapter 1: Introduction
1.1 Background of the Study
1.2 Research Problem
1.3 Research Questions
1.4 Objectives of Study
1.5 Significance of Study
1.6 Definition of Terms
1.7 Limitations of Study
1.8 Scope of Study

Chapter 2: Literature Review
2.1 Introduction to Inverse Problems in Medical Imaging
2.2 Overview of Regularization Techniques
2.3 Previous Studies on Inverse Problems in Medical Imaging
2.4 Gaps in Literature
2.5 Theoretical Framework

Chapter 3: Research Methodology
3.1 Research Design
3.2 Population and Sample
3.3 Data Collection Methods
3.4 Data Analysis Techniques
3.5 Ethical Considerations

Chapter 4: Discussion of Findings
4.1 Overview of Findings
4.2 Analysis of Results
4.3 Interpretation of Results
4.4 Comparison with Literature
4.5 Implications of Findings

Chapter 5: Conclusion and Summary
5.1 Summary of Findings
5.2 Conclusion
5.3 Recommendations for Future Research
5.4 Practical Implications
5.5 Contributions to Knowledge

Thesis Overview:

The thesis on Inverse Problems and Regularization Techniques in Medical Imaging explores the challenges and solutions in medical imaging, specifically focusing on the use of inverse problems and regularization techniques. The study aims to investigate the application of these techniques in resolving imaging challenges and improving the quality of diagnostic images in the field of medical imaging.

Chapter 1 provides an introduction to the research topic, outlining the background, research problem, objectives, significance, limitations, and scope of the study. Chapter 2 reviews relevant literature on inverse problems in medical imaging, regularization techniques, previous studies, and the theoretical framework guiding the research.

Chapter 3 discusses the research methodology, including design, population, data collection, analysis methods, and ethical considerations. Chapter 4 presents the findings of the study, analyzing and interpreting the results in comparison with existing literature. Chapter 5 concludes the thesis, summarizing the findings, drawing conclusions, making recommendations for future research, discussing practical implications, and highlighting contributions to knowledge in the field of medical imaging.

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