Brain Tumour Detection Using Deep Learning

2021 ◽  
Author(s):  
Avigyan Sinha ◽  
Aneesh R P ◽  
Malavika Suresh ◽  
Nitha Mohan R ◽  
Abinaya D ◽  
...  
Keyword(s):  
Deep Learning ◽  
Brain Tumour ◽  
Tumour Detection

A novel enhanced softmax loss function for brain tumour detection using deep learning

2020 ◽  
Vol 330 ◽  
pp. 108520 ◽  
Author(s):  
Sunil Maharjan ◽  
Abeer Alsadoon ◽  
P.W.C. Prasad ◽  
Thair Al-Dalain ◽  
Omar Hisham Alsadoon
Keyword(s):  
Deep Learning ◽  
Brain Tumour ◽  
Loss Function ◽  
Tumour Detection

scholarly journals Deep Learning based Brain Tumor Detection

2020 ◽  
Vol 9 (7) ◽  
pp. 874-877
Keyword(s):  
Deep Learning ◽  
Brain Tumour ◽  
Medical Image ◽  
Medical Image Processing ◽  
Traditional Model ◽  
Healthy Life ◽  
Tumour Detection ◽  
Improve Treatment ◽  
Learning Techniques ◽  
Proposed Model

In current technology era, to sustain and provide healthy life to humans it is necessary to detect the diseases in early stages. We are focused on Brain tumour detection process, it is very challenging task in medical image processing. Through early diagnosis of brain, we can improve treatment possibilities and increase the survival rate of the patients. Recently, deep learning plays a major role in computer vision, using deep learning techniques to reduction of human judgements in the process of diagnosis. Proposed model is efficient than traditional model and provides best accuracy values. The experimental results are clearly showing that, the proposed model outperforms in the detection of brain tumour images.

Brain Tumour Detection in MRI Using Deep Learning

2020 ◽  
pp. 395-403
Author(s):  
S. Shanmuga Priya ◽  
S. Saran Raj ◽  
B. Surendiran ◽  
N. Arulmurugaselvi
Keyword(s):  
Deep Learning ◽  
Brain Tumour ◽  
Tumour Detection

scholarly journals Automated Brain Tumour Detection using Deep Learning via Convolution Neural Networks (CNN)

2021 ◽  
Vol 13 (02) ◽  
pp. 148-153
Author(s):  
Sanjay Kumar ◽  
Naresh Kumar ◽  
Rishabh ◽  
Inderpreet Kaur ◽  
Vivek Keshari
Keyword(s):  
Neural Networks ◽  
Deep Learning ◽  
Brain Tumour ◽  
Tumour Detection ◽  
Convolution Neural Networks

Brain Tumour Detection Using CNN

2021 ◽  
Author(s):  
Sri Lekha Jagannadham ◽  
K. Lakshmi Nadh ◽  
M. Sireesha
Keyword(s):  
Brain Tumour ◽  
Tumour Detection
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