proposal on :Utilizing Explainable AI in Brain Tumor Segmentation Using (CNN) in MRI Scans

October 9, 2024October 9, 2024 Discipline: Computer science

Proposal Outline

  1. Executive Summary

  2. Introduction

    • Background and Context
    • Purpose of the Study

  3. Literature Review

    • Brain Tumor Segmentation Techniques
    • Convolutional Neural Networks (CNNs) in MRI Analysis
    • Explainable AI (XAI) in Medical Imaging

  4. Problem Statement

  5. Objectives

    • Primary Objective
    • Secondary Objectives

  6. Methodology

    • Data Acquisition and Preprocessing
    • CNN Model Development
    • Integration of Explainable AI Methods
    • Training and Validation
    • Evaluation Metrics

  7. Expected Results

  8. Significance and Impact

  9. Project Timeline

  10. Budget and Resources

  11. Risk Management

  12. Conclusion

  13. References

  14. Appendices (Optional)

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