A Hybrid Approach Based on Deep CNN and Machine Learning Classifiers for the Tumor Segmentation and Classification in Brain MRI

Classification of brain tumours in MR images using deep spatiospatial models

(2022) Soumick Chatterjee et al.   Scientific Reports

Deep Transfer Learning Approaches in Performance Analysis of Brain Tumor Classification Using MRI Images

(2022) Chetana Srinivas et al.   Journal of Healthcare Engineering

MRI Brain Tumor Image Classification Using a Combined Feature and Image-Based Classifier

(2022) A. Veeramuthu et al.   Frontiers in Psychology

Deep CNN for Brain Tumor Classification

(2021) Wadhah Ayadi et al.   NEURAL PROCESSING LETTERS

Automated Meningioma Segmentation in Multiparametric MRI

(2020) Kai Roman Laukamp et al.   Clinical Neuroradiology

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

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

Detection of tumors on brain MRI images using the hybrid convolutional neural network architecture

(2020) Ahmet Çinar et al.   MEDICAL HYPOTHESES

A hybrid image enhancement based brain MRI images classification technique

(2020) Zahid Ullah et al.   MEDICAL HYPOTHESES

Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images

(2019) Navid Ghassemi et al.   Biomedical Signal Processing and Control

An expert system for brain tumor detection: Fuzzy C-means with super resolution and convolutional neural network with extreme learning machine

(2019) Fatih Özyurt et al.   MEDICAL HYPOTHESES

MRI based medical image analysis: Survey on brain tumor grade classification

(2018) Geethu Mohan et al.   Biomedical Signal Processing and Control

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI

(2018) Tayyab Ateeq et al.   COMPUTERS & ELECTRICAL ENGINEERING

Fully automated detection and segmentation of meningiomas using deep learning on routine multiparametric MRI

(2018) Kai Roman Laukamp et al.   EUROPEAN RADIOLOGY

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

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

Magnetic resonance imaging-based brain tumor grades classification and grading via convolutional neural networks and genetic algorithms

(2018) Amin Kabir Anaraki et al.   Biocybernetics and Biomedical Engineering

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Noninvasive Grading of Glioma Tumor Using Magnetic Resonance Imaging with Convolutional Neural Networks

(2017) Saed Khawaldeh et al.   Applied Sciences-Basel

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

(2016) Jens Kleesiek et al.   NEUROIMAGE

Brain tumor characterization using the soft computing technique of fuzzy cognitive maps

(2007) E.I. Papageorgiou et al.   APPLIED SOFT COMPUTING