Comparison of Brain Tumor Detection in MRI Images Using Straightforward Image Processing Techniques and Deep Learning Techniques

Author(s):  
Marium Malik ◽  
Muhammad Arfan Jaffar ◽  
Muhammad Raza Naqvi
Author(s):  
V. Deepika ◽  
T. Rajasenbagam

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.


2020 ◽  
Vol 55 ◽  
pp. 101633
Author(s):  
Chung-Feng Jeffrey Kuo ◽  
Yu-Ching Li ◽  
Wei-Han Weng ◽  
Kathya Belen Pinos Leon ◽  
Yueng-Hsiang Chu

Author(s):  
Tariq Sadad ◽  
Amjad Rehman ◽  
Asim Munir ◽  
Tanzila Saba ◽  
Usman Tariq ◽  
...  

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