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

Brain tumor classification using deep CNN features via transfer learning

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

Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN

(2018) Liyuan Zhang et al.   Biomedical Engineering Online

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

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

Classification of the glioma grading using radiomics analysis

(2018) Hwan-ho Cho et al.   PeerJ

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

(2017) Zeynettin Akkus et al.   JOURNAL OF DIGITAL IMAGING

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

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

Fast Multiclass Dictionaries Learning With Geometrical Directions in MRI Reconstruction

(2016) Zhifang Zhan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction

(2016) Mu Zhou et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Fluorescence spectroscopy to discriminate neoplastic human brain lesions: a study using the spectral intensity ratio and multivariate linear discriminant analysis

(2014) Shaiju S Nazeer et al.   LASER PHYSICS

A survey on the magnetic resonance image denoising methods

(2013) J. Mohan et al.   Biomedical Signal Processing and Control

Classification of gene expression data using Spiking Wavelet Radial Basis Neural Network

(2013) B. Chandra et al.   EXPERT SYSTEMS WITH APPLICATIONS

Genetics of adult glioma

(2012) McKinsey L. Goodenberger et al.   Cancer Genetics

Evaluating intensity normalization on MRIs of human brain with multiple sclerosis

(2010) Mohak Shah et al.   MEDICAL IMAGE ANALYSIS

Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

(2009) Evangelia I. Zacharaki et al.   MAGNETIC RESONANCE IN MEDICINE