Multiclassifier for severity‐level categorization of glioma tumors using multimodal magnetic resonance imaging brain images

[1]  Tanzila Saba,et al.  Brain tumor segmentation in multi‐spectral MRI using convolutional neural networks (CNN) , 2018, Microscopy research and technique.

[2]  R. Venkata Rao,et al.  An elitism-based self-adaptive multi-population Jaya algorithm and its applications , 2019, Soft Comput..

[3]  Devesh C. Jinwala,et al.  A Clustering Approach for the -Diversity Model in Privacy Preserving Data Mining Using Fractional Calculus-Bacterial Foraging Optimization Algorithm , 2014 .

[4]  Walter G. Kropatsch,et al.  Automated Multi-Contrast Brain Pathological Area Extraction from 2D , 2015 .

[5]  Alan L. Yuille,et al.  Efficient Multilevel Brain Tumor Segmentation With Integrated Bayesian Model Classification , 2008, IEEE Transactions on Medical Imaging.

[6]  Qianjin Feng,et al.  Brain Tumor Segmentation Based on Local Independent Projection-Based Classification , 2014, IEEE Transactions on Biomedical Engineering.

[7]  Gözde B. Ünal,et al.  Tumor-Cut: Segmentation of Brain Tumors on Contrast Enhanced MR Images for Radiosurgery Applications , 2012, IEEE Transactions on Medical Imaging.

[8]  Russell Greiner,et al.  Quick detection of brain tumors and edemas: A bounding box method using symmetry , 2012, Comput. Medical Imaging Graph..

[9]  Victor Alves,et al.  Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images , 2016, IEEE Transactions on Medical Imaging.

[10]  E. Holland.  Progenitor cells and glioma formation , 2001, Current opinion in neurology.

[11]  Ahmed Ben Hamida,et al.  3D multimodal MRI brain glioma tumor and edema segmentation: A graph cut distribution matching approach , 2015, Comput. Medical Imaging Graph..

[12]  A. Giordano,et al.  NOS2 expression in glioma cell lines and glioma primary cell cultures: correlation with neurosphere generation and SOX-2 expression , 2017, Oncotarget.

[13]  Leibo Liu,et al.  Deep Convolutional Neural Network Architecture With Reconfigurable Computation Patterns , 2017, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[14]  Lei Liu,et al.  Particle swarm optimization algorithm: an overview , 2017, Soft Computing.

[15]  Claudio Pollo,et al.  Atlas-based segmentation of pathological MR brain images using a model of lesion growth , 2004, IEEE Transactions on Medical Imaging.

[16]  Andrew Lewis,et al.  Grey Wolf Optimizer , 2014, Adv. Eng. Softw..

[17]  Vijay Mahadeo Mane,et al.  Holoentropy enabled-decision tree for automatic classification of diabetic retinopathy using retinal fundus images , 2017, Biomedizinische Technik. Biomedical engineering.

[18]  Debnath Bhattacharyya,et al.  Brain Tumor Detection Using MRI Image Analysis , 2011, UCMA.

[19]  R. Dhanasekaran,et al.  Fuzzy Clustering and Deformable Model for Tumor Segmentation on MRI Brain Image: A Combined Approach , 2012 .

[20]  Nico Karssemeijer,et al.  Computer-Aided Detection of Prostate Cancer in MRI , 2014, IEEE Transactions on Medical Imaging.

[21]  Jau-Min Wong,et al.  Automatic segmentation of meningioma from non-contrasted brain MRI integrating fuzzy clustering and region growing , 2011, BMC Medical Informatics Decis. Mak..

[22]  Rasoul Khayati,et al.  Fully automated tumor segmentation based on improved fuzzy connectedness algorithm in brain MR images , 2011, Comput. Biol. Medicine.

[23]  Qianjin Feng,et al.  D brain tumor segmentation in multimodal MR images based on earning population-and patient-specific feature sets , 2013 .

[24]  A. Škoch,et al.  Potential of MR spectroscopy for assessment of glioma grading , 2013, Clinical Neurology and Neurosurgery.

[25]  P. Kleihues,et al.  Population-based studies on incidence, survival rates, and genetic alterations in astrocytic and oligodendroglial gliomas. , 2005, Journal of neuropathology and experimental neurology.

[26]  Pritee Khanna,et al.  Identification of Gliomas from brain MRI through adaptive segmentation and run length of centralized patterns , 2017, J. Comput. Sci..

[27]  M. J. S. Rangachar,et al.  Integrating GWTM and BAT algorithm for face recognition in low-resolution images , 2016 .

[28]  Guang Yang,et al.  Supervised Learning based Multimodal MRI Brain Tumour Segmentation using Texture Features from Supervoxels# , 2018, Comput. Methods Programs Biomed..

[29]  Syed Muhammad Anwar,et al.  Segmentation of Glioma Tumors in Brain Using Deep Convolutional Neural Network , 2017, Neurocomputing.

[30]  Gongning Luo,et al.  Concatenated and Connected Random Forests With Multiscale Patch Driven Active Contour Model for Automated Brain Tumor Segmentation of MR Images , 2018, IEEE Transactions on Medical Imaging.

[31]  Haidi Ibrahim,et al.  Brightness Preserving Dynamic Histogram Equalization for Image Contrast Enhancement , 2007, IEEE Transactions on Consumer Electronics.

[32]  Yong Fan,et al.  A deep learning model integrating FCNNs and CRFs for brain tumor segmentation , 2017, Medical Image Anal..

[33]  Vinod Kumar,et al.  A novel content-based active contour model for brain tumor segmentation. , 2012, Magnetic resonance imaging.