Brain tumor detection and classification using convolutional neural network and deep neural network

CL Choudhury, C Mahanty, R Kumar… - … , engineering and …, 2020 - ieeexplore.ieee.org
… of diagnostic machine learning applications and predictive treatment. We plan … detect brain
tumour with neutrosophical principles in the future using the Convolutional Neural Network

[HTML][HTML] Accurate brain tumor detection using deep convolutional neural network

MSI Khan, A Rahman, T Debnath, MR Karim… - Computational and …, 2022 - Elsevier
… In this paper, we propose a system for automatically classifying brain tumors based on
two deep learning models. A “Fine-tuned proposed model with the attachment of the transfer …

Brain tumor detection using fusion of hand crafted and deep learning features

T Saba, AS Mohamed, M El-Affendi, J Amin… - Cognitive Systems …, 2020 - Elsevier
… This is because of a novel fused CNN model presented in this work for brain tumor
diagnosis accurately. The summary of existing deep learning methods is mentioned in Table 1. …

Role of deep learning in brain tumor detection and classification (2015 to 2020): A review

M Nazir, S Shakil, K Khurshid - Computerized medical imaging and …, 2021 - Elsevier
detection of MRI images using deep learning, classification of brain tumor from MRI images
using deep learning, detection and classification of brain tumor using deep learning etc. A …

[HTML][HTML] MRI-based brain tumor detection using convolutional deep learning methods and chosen machine learning techniques

S Saeedi, S Rezayi, H Keshavarz… - … Medical Informatics and …, 2023 - Springer
diagnosis of brain tumors without latency, we will investigate the constructions of other
robust deep neural networks for brain tumor … Hence, full machine learning and deep learning

Brain tumor classification using deep learning

A Saleh, R Sukaik, SS Abu-Naser - … on Assistive and …, 2020 - ieeexplore.ieee.org
… of MRI machines in classifying brain tumors and identifying their types, using AI Algorithm,
CNN and Deep Learning. We have trained our brain tumor dataset using five pre-trained …

[HTML][HTML] Brain tumor detection and classification using machine learning: a comprehensive survey

J Amin, M Sharif, A Haldorai, M Yasmin… - Complex & intelligent …, 2022 - Springer
… for brain tumor detection arises from the variations in tumor … literature on brain tumor detection
through magnetic resonance … This survey covered the anatomy of brain tumors, publicly …

Image segmentation for MR brain tumor detection using machine learning: a review

TA Soomro, L Zheng, AJ Afifi, A Ali… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
deep learning models for semantic or instance segmentation. Essentially, we investigate
different MRI brain tumors detection … -based, regionbased, learning-based: supervised and …

Brain tumor detection and multi‐classification using advanced deep learning techniques

T Sadad, A Rehman, A Munir, T Saba… - … research and …, 2021 - Wiley Online Library
… Although this research investigated various architectures of deep CNN with transfer learning
for brain tumor detection, more models still need to be researched. Therefore, powerful …

Brain tumor identification and classification of MRI images using deep learning techniques

Z Jia, D Chen - IEEE Access, 2020 - ieeexplore.ieee.org
using Support Vector Machine (FAHS-SVM) has been proposed for brain tumor segmentation
based on deep learning … The present work proposes the separation of the whole cerebral