Investigating a quantitative radiomics approach for brain tumor classification

2019 ◽  
Author(s):  
Anas Z. Abidin ◽  
Irfaan Dar ◽  
Adora M. DSouza ◽  
Edward Lin ◽  
Axel Wismüller
Keyword(s):  
Brain Tumor ◽  
Tumor Classification

A Survey on Detection and Classification of Brain Tumor Using Image Processing Techniques

2020 ◽  
pp. 967-973
Author(s):  
V. Deepika ◽  
T. Rajasenbagam
Keyword(s):  
Image Processing ◽  
Brain Tumor ◽  
Soft Tissues ◽  
Tumor Detection ◽  
Tumor Classification ◽  
Normal Brain ◽  
Image Processing Techniques ◽  
Normal Brain Function ◽  
Processing Techniques ◽  
The Brain

A brain tumor is an uncontrolled growth of abnormal brain tissue that can interfere with normal brain function. Although various methods have been developed for brain tumor classification, tumor detection and multiclass classification remain challenging due to the complex characteristics of the brain tumor. Brain tumor detection and classification are one of the most challenging and time-consuming tasks in the processing of medical images. MRI (Magnetic Resonance Imaging) is a visual imaging technique, which provides a information about the soft tissues of the human body, which helps identify the brain tumor. Proper diagnosis can prevent a patient's health to some extent. This paper presents a review of various detection and classification methods for brain tumor classification using image processing techniques.

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 the diffusion tensor image segmentation (D-SEG) technique

2014 ◽  
Author(s):  
T. L. Jones ◽  
T. J. Byrnes ◽  
G. Yang ◽  
F. A. Howe ◽  
B. A. Bell ◽  
...  
Keyword(s):  
Image Segmentation ◽  
Brain Tumor ◽  
Diffusion Tensor ◽  
Tumor Classification ◽  
Diffusion Tensor Image
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