Machine Learning and IoT for Intelligent Systems and Smart Applications

9 An Automated Hybrid Transfer Learning System for Detection and Segmentation of Tumor in MRI Brain Images with UNet and VGG-19 Network

S. Sandhya¹, Dr. M. Senthil Kumar², and Dr. B. Chidhambararajan³

¹Research Scholar, Department of Information Technology, SRM Valliammai Engineering College

²Associate Professor, Department of Computer Science and Engineering, SRM Valliammai Engineering College

³Professor and Principal, SRM Valliammai Engineering College

1. CONTENTS
2. 9.1 Introduction
3. 9.2 Related Works
4. 9.3 Proposed System
5. 9.4 Experimental Setup and Results
6. 9.5 Discussion
7. 9.6 Conclusion and Future Work
8. References

DOI: 10.1201/9781003194415-9

9.1 Introduction

MRI – Magnetic Resonance Imaging – is one of the well-recognized modalities in medical ...