Glioma Tumors’ Classification Using Deep-Neural-Network-Based Features with SVM Classifier

Recent Advances in Classification of Brain Tumor from MR Images – State of the Art Review from 2017 to 2021

(2022) Ghazanfar Latif et al.   Current Medical Imaging Reviews

Multi-class brain tumor classification using residual network and global average pooling

(2021) R Lokesh Kumar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A decision support system for multimodal brain tumor classification using deep learning

(2021) Muhammad Imran Sharif et al.   Complex & Intelligent Systems

Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification

(2020) Hiba Mzoughi et al.   JOURNAL OF DIGITAL IMAGING

Glioma Grading Using a Machine‐Learning Framework Based on Optimized Features Obtained From T 1 Perfusion MRI and Volumes of Tumor Components

(2019) Anirban Sengupta et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Classification of skin lesions using transfer learning and augmentation with Alex-net

(2019) Khalid M. Hosny et al.   PLoS One

Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network

(2019) Javaria Amin et al.   PATTERN RECOGNITION LETTERS

Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels

(2018) Mohammadreza Soltaninejad et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Improving Brain MR Image Classification for Tumor Segmentation using Phase Congruency

(2018) Ghazanfar Latif et al.   Current Medical Imaging Reviews

A study of brain MRI characteristics and clinical features in 76 cases of Wilson’s disease

(2018) Wei Zhong et al.   JOURNAL OF CLINICAL NEUROSCIENCE

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

(2018) Muhammad Sajjad et al.   Journal of Computational Science

A hybrid feature extraction approach for brain MRI classification based on Bag-of-words

(2018) Wadhah Ayadi et al.   Biomedical Signal Processing and Control

G-MS2F: GoogLeNet based multi-stage feature fusion of deep CNN for scene recognition

(2017) Pengjie Tang et al.   NEUROCOMPUTING

A method of localization and segmentation of intervertebral discs in spine MRI based on Gabor filter bank

(2016) Xinjian Zhu et al.   Biomedical Engineering Online

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

State of the art survey on MRI brain tumor segmentation

(2013) Nelly Gordillo et al.   MAGNETIC RESONANCE IMAGING