73. Hierarchical mutual information clustering for an improved classification of fMRI data

Clinical Neurophysiology ◽

10.1016/j.clinph.2008.07.072 ◽

2009 ◽

Vol 120 (1) ◽

pp. e33 ◽

Author(s):

S. Stausberg ◽

C.E. Elger ◽

K. Lehnertz

Keyword(s):

Mutual Information ◽

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Hierarchical mutual information clustering for an improved classification of fMRI data

Klinische Neurophysiologie ◽

10.1055/s-2008-1072867 ◽

2008 ◽

Vol 39 (01) ◽

Author(s):

S Stausberg ◽

CE Elger ◽

K Lehnertz

Keyword(s):

Mutual Information ◽

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Classification of ASD based on fMRI data with deep learning

Cognitive Neurodynamics ◽

10.1007/s11571-021-09683-0 ◽

2021 ◽

Author(s):

Lizhen Shao ◽

Cong Fu ◽

Yang You ◽

Dongmei Fu

Keyword(s):

Deep Learning ◽

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Classification of Schizophrenia Patients with Combined Analysis of SNP and fMRI Data Based on Sparse Representation

2011 IEEE International Conference on Bioinformatics and Biomedicine ◽

10.1109/bibm.2011.41 ◽

2011 ◽

Author(s):

Dongdong Lin ◽

Hongbao Cao ◽

Yu-Ping Wang ◽

Vince Calhoun

Keyword(s):

Sparse Representation ◽

Fmri Data ◽

Combined Analysis

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ECG denoising using mutual information based classification of IMFs and interval thresholding

2015 38th International Conference on Telecommunications and Signal Processing (TSP) ◽

10.1109/tsp.2015.7296477 ◽

2015 ◽

Author(s):

Marjaneh Taghavi ◽

Mohammad B. Shamsollahi ◽

Lotfi Senhadji

Keyword(s):

Mutual Information ◽

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Automated Classification of Fatty and Normal Liver Ultrasound Images Based on Mutual Information Feature Selection

IRBM ◽

10.1016/j.irbm.2018.09.006 ◽

2018 ◽

Vol 39 (5) ◽

pp. 313-323 ◽

Author(s):

V. Sharma ◽

K.C. Juglan

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Normal Liver ◽

Ultrasound Images ◽

Automated Classification ◽

Liver Ultrasound

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New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images

2018 4th International Conference on Optimization and Applications (ICOA) ◽

10.1109/icoa.2018.8370546 ◽

2018 ◽

Author(s):

Hasna Nhaila ◽

Asma Elmaizi ◽

Elkebir Sarhrouni ◽

Ahmed Hammouch

Keyword(s):

Mutual Information ◽

Dimension Reduction ◽

Hyperspectral Images ◽

Normalized Mutual Information ◽

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Multi-LSTM Networks for Accurate Classification of Attention Deficit Hyperactivity Disorder from Resting-State fMRI Data

2020 2nd International Conference on Industrial Artificial Intelligence (IAI) ◽

10.1109/iai50351.2020.9262176 ◽

2020 ◽

Author(s):

Rui Liu ◽

Zhi-an Huang ◽

Min Jiang ◽

Kay Chen Tan

Keyword(s):

Attention Deficit Hyperactivity Disorder ◽

Attention Deficit ◽

Resting State ◽

Resting State Fmri ◽

Fmri Data ◽

Hyperactivity Disorder

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Gene Selection Based on Mutual Information for the Classification of Multi-class Cancer

Computational Intelligence and Bioinformatics - Lecture Notes in Computer Science ◽

10.1007/11816102_49 ◽

2006 ◽

pp. 454-463 ◽

Author(s):

Sheng-Bo Guo ◽

Michael R. Lyu ◽

Tat-Ming Lok

Keyword(s):

Mutual Information ◽

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FEATURE SCORING BY MUTUAL INFORMATION FOR CLASSIFICATION OF MASS SPECTRA

Applied Artificial Intelligence ◽

10.1142/9789812774118_0079 ◽

2006 ◽

Author(s):

C. KRIER ◽

D. FRANÇOIS ◽

V. WERTZ ◽

M. VERLEYSEN

Keyword(s):

Mutual Information ◽

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Band selection and classification of hyperspectral images by minimizing normalized mutual information

Second International Conference on the Innovative Computing Technology (INTECH 2012) ◽

10.1109/intech.2012.6457777 ◽

2012 ◽

Author(s):

Elkebir Sarhrouni ◽

Ahmed Hammouch ◽

Driss Aboutajdine

Keyword(s):

Mutual Information ◽

Hyperspectral Images ◽

Band Selection ◽

Normalized Mutual Information

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