Hybrid Computational Intelligent Systems

Chapter 21 An automatic probabilistic framework for detection and segmentation of tumor in brain MRI images

K Bhima, A. Jagan, and K. Dasaradh Ramaiah

B V Raju Institute of Technology

DOI: 10.1201/9781003381167-21

Contents

• 21.1 Introduction
• 21.2 Related work
• 21.3 Proposed framework and methodology
• 21.4 Results and discussion
• 21.5 Conclusion
• References

21.1 Introduction

Future treatment planning based on brain imaging are planned using MRI images [1, 2, 3] to diagnose the patient. Conventional method for tumor detection in MRI images is a monotonous and overwhelming task due to invariant characteristics in scanner images. Due to the rise of generated input, using MRIs to investigate and estimate the accurate tumor area is a challenging ...