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NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

IEEE transactions on medical imaging, 2012-02, Vol.31 (2), p.207-216

2012

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Digital image analysis for automatic enumeration of malaria parasites using morphological operations

Expert systems with applications, 2015-04, Vol.42 (6), p.3041-3047

2015

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SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting

Neuroscience letters, 2009-09, Vol.461 (3), p.293-297

2009

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A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease

Current Alzheimer research, 2016-05, Vol.13 (5), p.575-588

2016

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Artificial intelligence in radiology: relevance of collaborative work between radiologists and engineers for building a multidisciplinary team

Clinical radiology, 2021-05, Vol.76 (5), p.317-324

2021

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Early diagnosis of Alzheimer’s disease based on Partial Least Squares and Support Vector Machine

Expert systems with applications, 2013-02, Vol.40 (2), p.677-683

2013

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Computer Aided Diagnosis tool for Alzheimer’s Disease based on Mann–Whitney–Wilcoxon U-Test

Expert systems with applications, 2012-08, Vol.39 (10), p.9676-9685

2012

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Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging

Medical physics (Lancaster), 2012-10, Vol.39 (10), p.5971-5980

2012

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An Optimal Approach for Selecting Discriminant Regions for the Diagnosis of Alzheimer's Disease

Current Alzheimer research, 2016-07, Vol.13 (7), p.838-844

2016

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Integrating discretization and association rule-based classification for Alzheimer’s disease diagnosis

Expert systems with applications, 2013-04, Vol.40 (5), p.1571-1578

2013

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Association rule-based feature selection method for Alzheimer’s disease diagnosis

Expert systems with applications, 2012-10, Vol.39 (14), p.11766-11774

2012

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Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson’s Disease Using Multimodal Data

International journal of neural systems, 2023-08, Vol.33 (8)

2023

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Combining Feature Extraction Methods to Assist the Diagnosis of Alzheimer's Disease

Current Alzheimer research, 2016-07, Vol.13 (7), p.831-837

2016

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Improved Parkinsonism diagnosis using a partial least squares based approach

Medical physics (Lancaster), 2012-07, Vol.39 (7), p.4395-4403

2012

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A Novel LMS Algorithm Applied to Adaptive Noise Cancellation

IEEE signal processing letters, 2009-01, Vol.16 (1), p.34-37

2009

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Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging

Neurocomputing (Amsterdam), 2014-02, Vol.126, p.58-70

2014

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Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM

IEEE access, 2017, Vol.5, p.11468-11478

2017

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A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database

Neurocomputing (Amsterdam), 2012, Vol.75 (1), p.64-71

2012

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A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model

IEEE journal of biomedical and health informatics, 2022-11, Vol.26 (11), p.5332-5343

2022

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Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism

Medical physics (Lancaster), 2014-01, Vol.41 (1), p.012502-n/a

2014

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Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

Neuroscience letters, 2010-03, Vol.472 (2), p.99-103

2010

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Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules

Electronics letters, 2009, Vol.45 (8), p.389-391

2009

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SVM-based speech endpoint detection using contextual speech features

Electronics letters, 2006-03, Vol.42 (7), p.426-428

2006

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Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images

Expert systems with applications, 2013-01, Vol.40 (1), p.44-51

2013

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Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images

Electronics letters, 2008, Vol.44 (22), p.1291-1292

2008

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NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

Digital image analysis for automatic enumeration of malaria parasites using morphological operations

SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting

A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease

Artificial intelligence in radiology: relevance of collaborative work between radiologists and engineers for building a multidisciplinary team

Early diagnosis of Alzheimer’s disease based on Partial Least Squares and Support Vector Machine

Computer Aided Diagnosis tool for Alzheimer’s Disease based on Mann–Whitney–Wilcoxon U-Test

Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging

An Optimal Approach for Selecting Discriminant Regions for the Diagnosis of Alzheimer's Disease

Integrating discretization and association rule-based classification for Alzheimer’s disease diagnosis

Association rule-based feature selection method for Alzheimer’s disease diagnosis

Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson’s Disease Using Multimodal Data

Combining Feature Extraction Methods to Assist the Diagnosis of Alzheimer's Disease

Improved Parkinsonism diagnosis using a partial least squares based approach

A Novel LMS Algorithm Applied to Adaptive Noise Cancellation

Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging

Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM

A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database

A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model

Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism

Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules

SVM-based speech endpoint detection using contextual speech features

Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images

Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images

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