Automated Classification of Discrete Human Thoughts Using Functional Magnetic Resonance Imaging (fMRI): Comparison between Voxel-Based and Atlas-Based Feature Selection Methods

2011 International Workshop on Pattern Recognition in NeuroImaging ◽

10.1109/prni.2011.25 ◽

2011 ◽

Author(s):

Jong-Hwan Lee ◽

JungHoe Kim

Keyword(s):

Magnetic Resonance Imaging ◽

Feature Selection ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Automated Classification ◽

Selection Methods ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Classification of cocaine‐dependent participants with dynamic functional connectivity from functional magnetic resonance imaging data

Journal of Neuroscience Research ◽

10.1002/jnr.24421 ◽

2019 ◽

Vol 97 (7) ◽

pp. 790-803 ◽

Cited By ~ 3

Author(s):

Unal Sakoglu ◽

Mutlu Mete ◽

John Esquivel ◽

Katya Rubia ◽

Richard Briggs ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Connectivity ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Dynamic Functional Connectivity

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Application of KPCA and AdaBoost algorithm in classification of functional magnetic resonance imaging of Alzheimer’s disease

Neural Computing and Applications ◽

10.1007/s00521-020-04707-y ◽

2020 ◽

Vol 32 (10) ◽

pp. 5329-5338 ◽

Cited By ~ 1

Author(s):

Zhao Fan ◽

Fanyu Xu ◽

Cai Li ◽

Lili Yao

Keyword(s):

Magnetic Resonance Imaging ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Adaboost Algorithm

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Combining anatomical, diffusion, and resting state functional magnetic resonance imaging for individual classification of mild and moderate Alzheimer's disease

NeuroImage Clinical ◽

10.1016/j.nicl.2016.01.002 ◽

2016 ◽

Vol 11 ◽

pp. 46-51 ◽

Cited By ~ 54

Author(s):

Tijn M. Schouten ◽

Marisa Koini ◽

Frank de Vos ◽

Stephan Seiler ◽

Jeroen van der Grond ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Resting State ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Single Subject Classification of Alzheimer’s Disease and Behavioral Variant Frontotemporal Dementia Using Anatomical, Diffusion Tensor, and Resting-State Functional Magnetic Resonance Imaging

Journal of Alzheimer s Disease ◽

10.3233/jad-170893 ◽

2018 ◽

Vol 62 (4) ◽

pp. 1827-1839 ◽

Cited By ~ 15

Author(s):

Mark J.R.J. Bouts ◽

Christiane Möller ◽

Anne Hafkemeijer ◽

John C. van Swieten ◽

Elise Dopper ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Frontotemporal Dementia ◽

Resting State ◽

Diffusion Tensor ◽

Single Subject ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Efficient Feature Selection Technique based on Fast Fourier Transform with PSO-GA for Functional Magnetic Resonance Imaging

2021 2nd International Conference on Computation, Automation and Knowledge Management (ICCAKM) ◽

10.1109/iccakm50778.2021.9357742 ◽

2021 ◽

Author(s):

Mamoon Rashid ◽

Harjeet Singh ◽

Vishal Goyal

Keyword(s):

Magnetic Resonance Imaging ◽

Feature Selection ◽

Fourier Transform ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Fast Fourier Transform ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Feature Selection Technique ◽

Selection Technique

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Feature Selection for Decoding of Cognitive States in Multiple-Subject Functional Magnetic Resonance Imaging Data

Advances in Intelligent Systems and Computing - Proceedings of International Conference on Advances in Computing ◽

10.1007/978-81-322-0740-5_121 ◽

2013 ◽

pp. 997-1004

Author(s):

I. V. Accamma ◽

H. N. Suma

Keyword(s):

Magnetic Resonance Imaging ◽

Feature Selection ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Cognitive States ◽

Selection For

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Predicting the Cognitive States of the Subjects in Functional Magnetic Resonance Imaging Signals Using the Combination of Feature Selection Strategies

Brain Topography ◽

10.1007/s10548-011-0213-y ◽

2011 ◽

Vol 25 (2) ◽

pp. 129-135 ◽

Cited By ~ 11

Author(s):

Mohammad Reza Daliri

Keyword(s):

Magnetic Resonance Imaging ◽

Feature Selection ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Cognitive States ◽

Selection Strategies

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Probabilistic Classification of Functional Magnetic Resonance Imaging (fMRI) Data Using Gaussian Process Classification: Application to Pain Perception.

NeuroImage ◽

10.1016/s1053-8119(09)70221-6 ◽

2009 ◽

Vol 47 ◽

pp. S57 ◽

Cited By ~ 1

Author(s):

AF Marquand ◽

M Howard ◽

MJ Brammer ◽

J Mourao-Miranda

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Pain Perception ◽

Fmri Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Probabilistic Classification ◽

Process Classification

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Deep Learning Algorithm for Classification of Cerebral Palsy from Functional Magnetic Resonance Imaging (fMRI)

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2021.0120383 ◽

2021 ◽

Vol 12 (3) ◽

Author(s):

Pradeepa Palraj ◽

Gopinath Siddan

Keyword(s):

Magnetic Resonance Imaging ◽

Cerebral Palsy ◽

Deep Learning ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Learning Algorithm ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Deep Learning Algorithm

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Classification of functional magnetic resonance imaging data using informative pattern features

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 ◽

10.1145/2020408.2020563 ◽

2011 ◽

Cited By ~ 4

Author(s):

Francisco Pereira ◽

Matthew Botvinick

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Informative Pattern

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