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

Transfer learning networks with skip connections for classification of brain tumors

(2021) Saleh Alaraimi et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Cancer statistics, 2020

(2020) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Brain Tumor Analysis Empowered with Deep Learning: A Review, Taxonomy, and Future Challenges

(2020) Muhammad Waqas Nadeem et al.   Brain Sciences

Combining optimal wavelet statistical texture and recurrent neural network for tumour detection and classification over MRI

(2020) S. Salma Begum et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Classification of brain MRI using hyper column technique with convolutional neural network and feature selection method

(2020) Mesut Toğaçar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Brain Tumor Classification Using Enhanced Statistical Texture Features

(2020) Mallikarjun Mudda et al.   IETE JOURNAL OF RESEARCH

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

(2020) Ahmet Çinar et al.   MEDICAL HYPOTHESES

A Review on a Deep Learning Perspective in Brain Cancer Classification

(2019) Gopal S. Tandel et al.   Cancers

Brain tumor classification using deep CNN features via transfer learning

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

A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging

(2019) Fei Gao et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review on brain tumor diagnosis from MRI images: Practical implications, key achievements, and lessons learned

(2019) Mahmoud Khaled Abd-Ellah et al.   MAGNETIC RESONANCE IMAGING

A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning

(2019) Javeria Amin et al.   JOURNAL OF MEDICAL SYSTEMS

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

An enhanced deep learning approach for brain cancer MRI images classification using residual networks

(2019) Sarah Ali Abdelaziz Ismael et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

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

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

(2019) Sunil Maharjan et al.   JOURNAL OF NEUROSCIENCE METHODS

BrainMRNet: Brain tumor detection using magnetic resonance images with a novel convolutional neural network model

(2019) Mesut Toğaçar et al.   MEDICAL HYPOTHESES

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

A comprehensive review on multi-organs tumor detection based on machine learning

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

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

(2019) Javaria Amin et al.   PATTERN RECOGNITION LETTERS

An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor

(2019) Muhammad Sharif 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

A survey of MRI-based brain tumor segmentation methods

(2014) Jin Liu et al.   TSINGHUA SCIENCE AND TECHNOLOGY