Identification and Segmentation of Tumour in Brain MRI using Deep Learning Techniques

Author:

N Mahendran1,P Muthuvel2,T Arunprasath3,M Pallikonda Rajasekaran4,J Bridget Nirmala5,R Kottaimalai4

Affiliation:

1. Kalasalingam Academy of Research and Education,Department of Electrical and Electronics Engineering,Krishnankoil,Tamilnadu,India

2. Kalasalingam Academy of Research and Education,Department of Computer Science and Engineering,Krishnankoil,Tamilnadu,India

3. Kalasalingam Academy of Research and Education,Department of Biomedical Engineering,Krishnankoil,Tamilnadu,India

4. Kalasalingam Academy of Research and Education,Department of Electronics and Communication Engineering,Krishnankoil,Tamilnadu,India

5. St. Michael Group of Institutions,Chief Executive Officer,Kalaiyarkoil,Tamilnadu,India

Publisher

IEEE

Reference41 articles.

1. BrainMRNet-Brain Tumor Detection using Magnetic Resonance Images with a Novel Convolutional Neural Network Model;mesut;Medical Hypotheses,2020

2. Fuzzy entropy and morphology based fully automated segmentation of lungs from CT scan images;jaffar;International Journal of Innovative Computing Information and Control,2009

3. Application of deep transfer learning for automated brain abnormality classification using MR images;muhammed;Cognitive Systems Research,2019

4. Intracranial aneurysm segmentation in 3D CT angiography: Method and quantitative validation with and without prior noise filtering

5. Scale-adaptive super-feature based MetricUNet for brain tumor segmentation

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