Brain Tumor Classification Using Convolution Neural Network

2022 ◽  
pp. 579-588
Author(s):  
Preeti Sharma ◽  
Anand Prakash Shukla
Keyword(s):  
Neural Network ◽  
Brain Tumor ◽  
Tumor Classification ◽  
Convolution Neural Network

scholarly journals Brain Tumor Classification Using Convolution Neural Network

2021 ◽  
Vol 1916 (1) ◽  
pp. 012206
Author(s):  
N Saranya ◽  
D Karthika Renuka ◽  
J Nikkesh kanthan
Keyword(s):  
Neural Network ◽  
Brain Tumor ◽  
Tumor Classification ◽  
Convolution Neural Network

scholarly journals Brain Tumor Classification using Convolution Neural Network and Size Estimation by Marker Based Watershed Segmentation

2020 ◽  
Vol 8 (6) ◽  
pp. 3633-3637
Keyword(s):  
Neural Network ◽  
Brain Tumor ◽  
Accurate Result ◽  
Tumor Classification ◽  
Convolution Neural Network ◽  
Neural Network Classifier ◽  
Size Estimation ◽  
Watershed Segmentation ◽  
Medical Field ◽  
The Brain

Brain tumor classification and segmentation in the medical field is still a challenging task. Because we cannot identify through our naked eyes. Even Though several algorithms and methods developed to segment the brain tumor still accuracy is needed .By the single level classification we may not obtain the accurate result. So we propose the CNN (Convolution Neural Network) classifier which contains several layers. The convolution neural network uses kernals.The classification here is used to find the brain tumors such as glioma,meningioma and pituitary .The classified image is segmented using the watershed algorithm which segments based on the intensity.The segmentation employs here is to find the size of the tumor.

T1w MRI Brain Tumor Image Segmentation using Active Contour Models and Convolution Neural Network Fusion

2021 ◽  
Author(s):  
Vamisdhar Entireddy ◽  
Babu K Rajesh ◽  
R Sampathkumar ◽  
Jyothirmai Gandeti ◽  
Syed Shameem ◽  
...  
Keyword(s):  
Neural Network ◽  
Image Segmentation ◽  
Brain Tumor ◽  
Active Contour ◽  
Convolution Neural Network ◽  
Active Contour Models ◽  
Mri Brain ◽  
Contour Models

Brain Tumor Classification Using Convolutional Neural Network

2018 ◽  
pp. 183-189 ◽  
Author(s):  
Nyoman Abiwinanda ◽  
Muhammad Hanif ◽  
S. Tafwida Hesaputra ◽  
Astri Handayani ◽  
Tati Rajab Mengko
Keyword(s):  
Neural Network ◽  
Brain Tumor ◽  
Convolutional Neural Network ◽  
Tumor Classification
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