Thesis Abstract

The early detection of breast cancer through mammography screening has been a key component in reducing mortality rates associated with the disease. As technology has advanced, the introduction of 3D mammography (tomosynthesis) has provided new opportunities for improving breast cancer detection. This thesis presents a comprehensive study that compares the effectiveness of 2D mammography with 3D mammography in breast cancer screening. The study begins with an exploration of the background of mammography screening, highlighting the evolution of technology from traditional 2D imaging to the more advanced 3D imaging. The problem statement identifies the need to evaluate the performance of these two modalities in detecting breast cancer accurately. The objectives of the study are outlined, focusing on comparing the sensitivity, specificity, and overall diagnostic accuracy of 2D and 3D mammography. Limitations of the study are acknowledged, including potential biases in sample selection and variations in radiologist interpretation. The scope of the study is defined in terms of the specific parameters that will be evaluated, such as lesion detection rates and recall rates. The significance of the study lies in its potential to provide valuable insights into the optimal approach for breast cancer screening. The structure of the thesis is detailed, outlining the organization of the chapters and the flow of the research. Definitions of key terms related to mammography and breast cancer screening are provided to ensure clarity and understanding throughout the thesis. The literature review delves into existing research on the comparative analysis of 2D and 3D mammography, examining studies that have evaluated the diagnostic performance and clinical outcomes associated with each modality. Key themes such as sensitivity, specificity, radiation dose, and patient comfort are explored to provide a comprehensive overview of the current state of knowledge in this field. The research methodology section outlines the study design, including the selection of study participants, imaging protocols, and data analysis techniques. Quality control measures are described to ensure the reliability and validity of the study results. The process of data collection and statistical analysis is detailed, highlighting the steps taken to minimize bias and confounding variables. The discussion of findings chapter presents the results of the comparative analysis, including the sensitivity and specificity rates of 2D and 3D mammography, as well as the positive predictive values and false positive rates. The implications of the findings are discussed in the context of clinical practice, with recommendations for optimizing breast cancer screening protocols. In conclusion, this thesis summarizes the key findings of the study and highlights the implications for future research and clinical practice. The strengths and limitations of the study are acknowledged, and recommendations for further investigation are provided. Overall, this research contributes valuable insights into the comparative analysis of 2D and 3D mammography in breast cancer screening, with the potential to enhance early detection and improve patient outcomes.

Thesis Overview