BISON: Brain tissue segmentation pipeline using T
            1
            ‐weighted magnetic resonance images and a random forest classifier

Random Forest Classifier ◽

Tissue Segmentation ◽

A hybrid framework for brain tissue segmentation in magnetic resonance images

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22637 ◽

2021 ◽

Author(s):

Chao Li ◽

Jun Sun ◽

Li Liu ◽

Vasile Palade

Keyword(s):

Magnetic Resonance ◽

Brain Tissue ◽

Tissue Segmentation ◽

Hybrid Framework

International Conference on Computer Technology and Development, 3rd (ICCTD 2011) ◽

Brain Tissue Segmentation in MRI Images Using Random Forest Classifier and Gossip Based Neighborhood

10.1115/1.859919.paper103 ◽

2011 ◽

pp. 617-621

Keyword(s):

Random Forest ◽

Brain Tissue ◽

Random Forest Classifier ◽

Tissue Segmentation ◽

Brain tissue segmentation using q-entropy in multiple sclerosis magnetic resonance images

Brazilian Journal of Medical and Biological Research ◽

10.1590/s0100-879x2010000100011 ◽

2010 ◽

Vol 43 (1) ◽

Author(s):

P.R.B. Diniz ◽

L.O. Murta-Junior ◽

D.G. Brum ◽

D.B. de Araújo ◽

A.C. Santos

Keyword(s):

Multiple Sclerosis ◽

Magnetic Resonance ◽

Brain Tissue ◽

Tissue Segmentation ◽

Brain tissue segmentation using q-entropy in multiple sclerosis magnetic resonance images

Brazilian Journal of Medical and Biological Research ◽

10.1590/s0100-879x2009007500019 ◽

2010 ◽

Vol 43 (1) ◽

pp. 77-84 ◽

Cited By ~ 14

Author(s):

P.R.B. Diniz ◽

L.O. Murta-Junior ◽

D.G. Brum ◽

D.B. de Araújo ◽

A.C. Santos

Keyword(s):

Multiple Sclerosis ◽

Magnetic Resonance ◽

Brain Tissue ◽

Tissue Segmentation ◽

Magnetic resonance brain tissue segmentation based on sparse representations

10.1117/12.2207923 ◽

2015 ◽

Author(s):

Andrea Rueda

Keyword(s):

Magnetic Resonance ◽

Brain Tissue ◽

Sparse Representations ◽

Tissue Segmentation ◽

Enhanced Possibilistic Fuzzy C-Means Algorithm for Normal and Pathological Brain Tissue Segmentation on Magnetic Resonance Brain Image

Arabian Journal for Science and Engineering ◽

10.1007/s13369-013-0559-4 ◽

2013 ◽

Vol 38 (9) ◽

pp. 2375-2388 ◽

Cited By ~ 6

Author(s):

A. Rajendran ◽

R. Dhanasekaran

Keyword(s):

Magnetic Resonance ◽

Brain Tissue ◽

Tissue Segmentation ◽

Brain Image ◽

Fuzzy C Means ◽

Fuzzy C Means Algorithm

An automatic self‐initialized clustering method for brain tissue segmentation and pathology detection from magnetic resonance human head scans with graphics processing unit machine

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.6084 ◽

2020 ◽

Author(s):

Kalaiselvi Thiruvenkadam ◽

Kalaichelvi Nagarajan ◽

Sriramakrishnan Padmanaban

Keyword(s):

Magnetic Resonance ◽

Brain Tissue ◽

Graphics Processing Unit ◽

Human Head ◽

Processing Unit ◽

Clustering Method ◽

Tissue Segmentation ◽

Graphics Processing

Histogram Based Multimodal Minimum Cross Entropy Thresholding Method for Magnetic Resonance Brain Tissue Segmentation

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2018.7484 ◽

2018 ◽

Vol 15 (6) ◽

pp. 2430-2436

Author(s):

T Priya ◽

P Kalavathi

Keyword(s):

Magnetic Resonance ◽

Brain Tissue ◽

Cross Entropy ◽

Tissue Segmentation ◽

Thresholding Method ◽

Minimum Cross Entropy

STATISTICAL CLASSIFICATION OF MAGNETIC RESONANCE IMAGES OF BRAIN EMPLOYING RANDOM FOREST CLASSIFIER

International Journal of Machine Intelligence ◽

10.9735/0975-2927.1.2.55-61 ◽

2009 ◽

Vol 1 (2) ◽

pp. 55-61

Author(s):

Joshi S ◽

◽

Deepa Shenoy P ◽

Venugopal KR ◽

Patnaik LM

Keyword(s):

Magnetic Resonance ◽

Random Forest ◽

Random Forest Classifier ◽

Statistical Classification

Pseudo-Label-Assisted Self-Organizing Maps for Brain Tissue Segmentation in Magnetic Resonance Imaging

Journal of Digital Imaging ◽

10.1007/s10278-021-00557-9 ◽

2022 ◽

Author(s):

Jonas Grande-Barreto ◽

Pilar Gómez-Gil

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Brain Tissue ◽

Resonance Imaging ◽

Tissue Segmentation ◽

Self Organizing Maps ◽

Self Organizing