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Computer Methods and Programs in Biomedicine, ISSN 0169-2607, 2017, Volume 145, pp. 135 - 145
Journal Article
Expert Systems with Applications, ISSN 0957-4174, 06/2012, Volume 39, Issue 8, pp. 7338 - 7344
Journal Article
by Lee, PL and Chou, KH and Lu, CH and Chen, HL and Tsai, NW and Hsu, AL and Chen, MH and Lin, WC and Lin, CP
EUROPEAN RADIOLOGY, ISSN 0938-7994, 08/2018, Volume 28, Issue 8, pp. 3296 - 3305
To identify disease-related spatial covariance patterns of grey matter volume as an aid in the classification of Parkinson's disease (PD). Seventy structural... 
DIAGNOSIS | ACTIVATION | METAANALYSIS | ABNORMALITIES | Grey matter | ALZHEIMERS-DISEASE | Parkinson disease | DISORDERS | PATTERNS | Structural network | Magnetic resonance imaging | CONNECTIVITY | Classification | SOCIETY TASK-FORCE | BRAIN NETWORKS | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Epidemiology | Diagnostic imaging | Parkinson's disease
Journal Article
IEEE Access, ISSN 2169-3536, 2019, Volume 7, pp. 115540 - 115551
Journal Article
Technology and Health Care, ISSN 0928-7329, 05/2018, Volume 26, Issue 1, pp. S193 - S203
This paper solves the multi-class classification problem for Parkinson's disease (PD) analysis by a sparse discriminative feature selection framework.... 
Feature selection | Parkinson's disease | Multi-class | Classification | DIAGNOSIS | multi-class | ENGINEERING, BIOMEDICAL | HEALTH CARE SCIENCES & SERVICES | MRI DATA | classification | SELECTION | feature selection
Journal Article
Technology and Health Care, ISSN 0928-7329, 01/2018, Volume 26, Issue S1, p. 193
This paper solves the multi-class classification problem for Parkinson’s disease (PD) analysis by a sparse discriminative feature selection framework.... 
Discriminant analysis | Regression models | Parkinson's disease | Neurodegenerative diseases | Classification | Diagnosis | Regression analysis | Movement disorders
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 01/2019, Volume 74, pp. 255 - 263
In recent years, there has been increasing interest in the development of telediagnosis and telemonitoring systems for Parkinson's disease (PD) based on... 
Mel-frequency cepstral coefficients | Decision support system | Ensemble learning | Tunable Q-factor wavelet transform | Parkinson's disease telemonitoring | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | RELEVANCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 01/2019, Volume 74, pp. 255 - 263
In recent years, there has been increasing interest in the development of telediagnosis and telemonitoring systems for Parkinson’s disease (PD) based on... 
Mel-frequency cepstral coefficients | Decision support system | Parkinson’s disease telemonitoring | Ensemble learning | Tunable Q-factor wavelet transform
Journal Article
Journal Article
Journal of Theoretical and Applied Information Technology, ISSN 1992-8645, 09/2018, Volume 96, Issue 18, pp. 6053 - 6063
Journal Article
JAMA Neurology, ISSN 2168-6149, 04/2014, Volume 71, Issue 4, pp. 499 - 504
Journal Article
Journal of Parkinson's Disease, ISSN 1877-7171, 2013, Volume 3, Issue 1, pp. 19 - 29
Background: A blood-based test for the early detection of Parkinson's disease (PD) would be an important diagnostic tool and useful for patient selection when... 
Parkinson's disease | biomarker | classification | blood | gene expression | PATHOGENESIS | ALZHEIMERS-DISEASE | CLINICAL-DIAGNOSIS | GENE-EXPRESSION | MUTATIONS | SIGNATURE | NEUROSCIENCES
Journal Article
Journal Article
Biochemical and Biophysical Research Communications, ISSN 0006-291X, 01/2019, Volume 508, Issue 3, pp. 729 - 734
Alpha-synuclein (a-syn) aggregation in brain is implicated in several synucleinopathies, including Parkinson's disease (PD), dementia with Lewy bodies (DLB),... 
Protein aggregation | Disease-associated mutation | Synucleinopathy | Alpha-synuclein | STRAINS | PARKINSON | FILAMENTS | BIOPHYSICS | G51D SNCA MUTATION | E46K | BIOCHEMISTRY & MOLECULAR BIOLOGY
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 06/2012, Volume 39, Issue 8, pp. 7338 - 7344
► The characteristics of PD patients who shuffle their feet while they are walking. ► (i) The difference between two sum of eight sensor outputs from one foot.... 
Wavelet transforms | Fuzzy neural networks | Feature extraction | Gait | Parkinson’s disease
Journal Article
Nature Reviews Neurology, ISSN 1759-4758, 05/2011, Volume 7, Issue 5, pp. 247 - 248
Journal Article
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