MBTFCN: A novel modular fully convolutional network for MRI brain tumor multi-classification

A novel framework for brain tumor detection based on convolutional variational generative models

(2022) Wessam M. Salama et al.   MULTIMEDIA TOOLS AND APPLICATIONS

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

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

Deep CNN for Brain Tumor Classification

(2021) Wadhah Ayadi et al.   NEURAL PROCESSING LETTERS

A Transfer Learning Approach for Early Diagnosis of Alzheimer’s Disease on MRI Images

(2021) Atif Mehmood et al.   NEUROSCIENCE

A comprehensive review on brain tumor segmentation and classification of MRI images

(2021) Champakamala Sundar Rao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Role of Deep Learning in Brain Tumor Detection and Classification (2015 to 2020): A Review

(2021) Maria Nazir et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers

(2021) Jaeyong Kang et al.   SENSORS

Three-class brain tumor classification using deep dense inception residual network

(2021) Srinath Kokkalla et al.   Soft Computing

Strip pooling channel spatial attention network for the segmentation of cloud and cloud shadow

(2021) Yi Qu et al.   COMPUTERS & GEOSCIENCES

A survey on brain tumor detection techniques for MR images

(2020) Prabhjot Kaur Chahal et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists

(2020) Muhammad Attique Khan et al.   Diagnostics

Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals

(2020) Wafaa Alsaggaf et al.   APPLIED ACOUSTICS

Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

(2020) Khan Muhammad et al.   IEEE Transactions on Neural Networks and Learning Systems

Convolutional neural network based Alzheimer’s disease classification from magnetic resonance brain images

(2019) Rachna Jain et al.   Cognitive Systems Research

Glioma extraction from MR images employing Gradient Based Kernel Selection Graph Cut technique

(2019) Jyotsna Dogra et al.   VISUAL COMPUTER

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Brain Tumor Segmentation and Classification from Magnetic Resonance Images: Review of selected methods from 2014 to 2019

(2019) Arti Tiwari et al.   PATTERN RECOGNITION LETTERS

Active deep neural network features selection for segmentation and recognition of brain tumors using MRI images

(2019) Muhammad Irfan Sharif et al.   PATTERN RECOGNITION LETTERS

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

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

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

Application of deep transfer learning for automated brain abnormality classification using MR images

(2018) Muhammed Talo et al.   Cognitive Systems Research

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

White blood cells identification system based on convolutional deep neural learning networks

(2017) A.I. Shahin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary

(2016) David N. Louis et al.   ACTA NEUROPATHOLOGICA

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

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

Transfer Learning for Visual Categorization: A Survey

(2015) Ling Shao et al.   IEEE Transactions on Neural Networks and Learning Systems

Enhanced Performance of Brain Tumor Classification via Tumor Region Augmentation and Partition

(2015) Jun Cheng et al.   PLoS One