-
1
-
-
71849089217
-
-
Postuma, R. & Montplaisir, J. Predicting Parkinson's disease-why, when, and how? Parkinsonism & related disorders 15, S105-S109 (2009).
-
(2009)
Predicting Parkinson's disease-why, when, and how? Parkinsonism & related disorders
, vol.15
, pp. S105-S109
-
-
Postuma, R.1
Montplaisir, J.2
-
2
-
-
84880043209
-
Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach
-
Armananzas, R., Bielza, C., Chaudhuri, K. R., Martinez-Martin, P. & Larranaga, P. Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach. Artificial intelligence in medicine 58, 195-202 (2013).
-
(2013)
Artificial Intelligence in Medicine
, vol.58
, pp. 195-202
-
-
Armananzas, R.1
Bielza, C.2
Chaudhuri, K.R.3
Martinez-Martin, P.4
Larranaga, P.5
-
3
-
-
84946565644
-
Lower bone mineral density in patients with Parkinson's disease: A cross-sectional study from Chinese mainland
-
Gao, H. et al. Lower bone mineral density in patients with Parkinson's disease: a cross-sectional study from Chinese mainland. Frontiers in aging neuroscience 7 (2015).
-
(2015)
Frontiers in Aging Neuroscience
, vol.7
-
-
Gao, H.1
-
4
-
-
84969141889
-
Modified serpina1 as risk marker for Parkinson's disease dementia: Analysis of baseline data
-
Halbgebauer, S. et al. Modified serpina1 as risk marker for Parkinson's disease dementia: Analysis of baseline data. Scientific reports 6, 26145 (2016).
-
(2016)
Scientific Reports
, vol.6
, pp. 26145
-
-
Halbgebauer, S.1
-
5
-
-
84862789284
-
Neurotransmitter receptors and cognitive dysfunction in Alzheimer's disease and Parkinson's disease
-
Xu, Y. et al. Neurotransmitter receptors and cognitive dysfunction in alzheimer's disease and Parkinson's disease. Progress in neurobiology 97, 1-13 (2012).
-
(2012)
Progress in Neurobiology
, vol.97
, pp. 1-13
-
-
Xu, Y.1
-
6
-
-
84992732873
-
Contra-directional coupling of nur77 and nurr1 in neurodegeneration: A novel mechanism for memantine-induced anti-inflammation and anti-mitochondrial impairment
-
Wei, X. et al. Contra-directional coupling of nur77 and nurr1 in neurodegeneration: a novel mechanism for memantine-induced anti-inflammation and anti-mitochondrial impairment. Molecular neurobiology 1-17 (2015).
-
(2015)
Molecular Neurobiology
, pp. 1-17
-
-
Wei, X.1
-
7
-
-
84868702847
-
Serum uric acid in patients with Parkinson's disease and vascular Parkinsonism: A cross-sectional study
-
Pan, M. et al. Serum uric acid in patients with Parkinson's disease and vascular Parkinsonism: a cross-sectional study. Neuroimmunomodulation 20, 19-28 (2012).
-
(2012)
Neuroimmunomodulation
, vol.20
, pp. 19-28
-
-
Pan, M.1
-
8
-
-
79955697142
-
The combination of homocysteine and c-reactive protein predicts the outcomes of Chinese patients with Parkinson's disease and vascular Parkinsonism
-
Zhang, L. et al. The combination of homocysteine and c-reactive protein predicts the outcomes of Chinese patients with Parkinson's disease and vascular Parkinsonism. PLoS One 6, e19333 (2011).
-
(2011)
PLoS One
, vol.6
, pp. e19333
-
-
Zhang, L.1
-
9
-
-
84975763911
-
Low cerebral glucose metabolism: A potential predictor for the severity of vascular Parkinsonism and Parkinson's disease
-
Xu, Y. et al. Low cerebral glucose metabolism: A potential predictor for the severity of vascular Parkinsonism and Parkinson's disease. Aging and disease 6, 426 (2015).
-
(2015)
Aging and Disease
, vol.6
, pp. 426
-
-
Xu, Y.1
-
10
-
-
84925275627
-
Polygenic determinants of Parkinson's disease in a Chinese population
-
1765-e1
-
Guo, J.-F. et al. Polygenic determinants of Parkinson's disease in a Chinese population. Neurobiology of aging 36, 1765-e1 (2015).
-
(2015)
Neurobiology of Aging
, vol.36
-
-
Guo, J.-F.1
-
11
-
-
84925207504
-
Relationship of falls and fear of falling to activity limitations and physical inactivity in Parkinson's disease
-
Bryant, M. S., Rintala, D. H., Hou, J.-G. & Protas, E. J. Relationship of falls and fear of falling to activity limitations and physical inactivity in Parkinson's disease. Journal of Aging & Physical Activity 23 (2015).
-
(2015)
Journal of Aging & Physical Activity
, vol.23
-
-
Bryant, M.S.1
Rintala, D.H.2
Hou, J.-G.3
Protas, E.J.4
-
12
-
-
0032293604
-
Speech impairment in a large sample of patients with Parkinson's disease
-
Ho, A. K., Iansek, R., Marigliani, C., Bradshaw, J. L. & Gates, S. Speech impairment in a large sample of patients with Parkinson's disease. Behavioural neurology 11, 131-137 (1999).
-
(1999)
Behavioural Neurology
, vol.11
, pp. 131-137
-
-
Ho, A.K.1
Iansek, R.2
Marigliani, C.3
Bradshaw, J.L.4
Gates, S.5
-
13
-
-
84866123932
-
An efficient diagnosis system for detection of Parkinson's disease using fuzzy k-nearest neighbor approach
-
Chen, H.-L. et al. An efficient diagnosis system for detection of Parkinson's disease using fuzzy k-nearest neighbor approach. Expert Systems with Applications 40, 263-271 (2013).
-
(2013)
Expert Systems with Applications
, vol.40
, pp. 263-271
-
-
Chen, H.-L.1
-
14
-
-
84939599004
-
Large-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson's disease
-
Nalls, M. A. et al. Large-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson's disease. Nature genetics 46, 989-993 (2014).
-
(2014)
Nature Genetics
, vol.46
, pp. 989-993
-
-
Nalls, M.A.1
-
15
-
-
0037675042
-
Incidence of Parkinson's disease: Variation by age, gender, and race/ethnicity
-
Van Den Eeden, S. K. et al. Incidence of Parkinson's disease: variation by age, gender, and race/ethnicity. American journal of epidemiology 157, 1015-1022 (2003).
-
(2003)
American Journal of Epidemiology
, vol.157
, pp. 1015-1022
-
-
Van Den Eeden, S.K.1
-
16
-
-
84862760717
-
Musculoskeletal problems as an initial manifestation of Parkinson's disease: A retrospective study
-
Farnikova, K., Krobot, A. & Kanovsky, P. Musculoskeletal problems as an initial manifestation of Parkinson's disease: A retrospective study. Journal of the neurological sciences 319, 102-104 (2012).
-
(2012)
Journal of the Neurological Sciences
, vol.319
, pp. 102-104
-
-
Farnikova, K.1
Krobot, A.2
Kanovsky, P.3
-
17
-
-
84863992426
-
Rapid eye movement sleep behavior disorder and subtypes of Parkinson's disease
-
Romenets, S. R. et al. Rapid eye movement sleep behavior disorder and subtypes of Parkinson's disease. Movement Disorders 27, 996-1003 (2012).
-
(2012)
Movement Disorders
, vol.27
, pp. 996-1003
-
-
Romenets, S.R.1
-
18
-
-
84861196159
-
A pc-based system for predicting movement from deep brain signals in Parkinson's disease
-
Loukas, C. & Brown, P. A pc-based system for predicting movement from deep brain signals in Parkinson's disease. Computer methods and programs in biomedicine 107, 36-44 (2012).
-
(2012)
Computer Methods and Programs in Biomedicine
, vol.107
, pp. 36-44
-
-
Loukas, C.1
Brown, P.2
-
19
-
-
77950210130
-
Accurate telemonitoring of Parkinson's disease progression by noninvasive speech tests
-
Tsanas, A., Little, M. A., McSharry, P. E. & Ramig, L. O. Accurate telemonitoring of Parkinson's disease progression by noninvasive speech tests. Biomedical Engineering, IEEE Transactions on 57, 884-893 (2010).
-
(2010)
Biomedical Engineering, IEEE Transactions on
, vol.57
, pp. 884-893
-
-
Tsanas, A.1
Little, M.A.2
McSharry, P.E.3
Ramig, L.O.4
-
20
-
-
77956060783
-
Neural network-based approach to discriminate healthy people from those with Parkinson's disease
-
Ene, M. Neural network-based approach to discriminate healthy people from those with Parkinson's disease. Annals of the University of Craiova-Mathematics and Computer Science Series 35, 112-116 (2008).
-
(2008)
Annals of the University of Craiova-Mathematics and Computer Science Series
, vol.35
, pp. 112-116
-
-
Ene, M.1
-
21
-
-
84876973345
-
Accurate telemonitoring of Parkinson's disease diagnosis using robust inference system
-
Mandal, I. & Sairam, N. Accurate telemonitoring of Parkinson's disease diagnosis using robust inference system. International journal of medical informatics 82, 359-377 (2013).
-
(2013)
International Journal of Medical Informatics
, vol.82
, pp. 359-377
-
-
Mandal, I.1
Sairam, N.2
-
22
-
-
84936938629
-
Contra-directional expression of serum homocysteine and uric acid as important biomarkers of multiple system atrophy severity: A cross-sectional study
-
Chen, D. et al. Contra-directional expression of serum homocysteine and uric acid as important biomarkers of multiple system atrophy severity: a cross-sectional study. Frontiers in cellular neuroscience 9 (2015).
-
(2015)
Frontiers in Cellular Neuroscience
, vol.9
-
-
Chen, D.1
-
23
-
-
84979308085
-
Diagnosis of Parkinson's disease using speech samples and threshold-based classification
-
Froelich, W., Wrobel, K. & Porwik, P. Diagnosis of Parkinson's disease using speech samples and threshold-based classification. Journal of Medical Imaging and Health Informatics 5, 1358-1363 (2015).
-
(2015)
Journal of Medical Imaging and Health Informatics
, vol.5
, pp. 1358-1363
-
-
Froelich, W.1
Wrobel, K.2
Porwik, P.3
-
24
-
-
84894268248
-
A new hybrid intelligent system for accurate detection of Parkinson's disease
-
Hariharan, M., Polat, K. & Sindhu, R. A new hybrid intelligent system for accurate detection of Parkinson's disease. Computer methods and programs in biomedicine 113, 904-913 (2014).
-
(2014)
Computer Methods and Programs in Biomedicine
, vol.113
, pp. 904-913
-
-
Hariharan, M.1
Polat, K.2
Sindhu, R.3
-
25
-
-
84855886060
-
A comparison of regression methods for remote tracking of Parkinson's disease progression
-
Eskidere, O., Ertas, F. & Hanilci, C. A comparison of regression methods for remote tracking of Parkinson's disease progression. Expert Systems with Applications 39, 5523-5528 (2012).
-
(2012)
Expert Systems with Applications
, vol.39
, pp. 5523-5528
-
-
Eskidere, O.1
Ertas, F.2
Hanilci, C.3
-
27
-
-
33750967077
-
Extracting rules from multilayer perceptrons in classification problems: A clustering-based approach
-
Hruschka, E. R. & Ebecken, N. F. Extracting rules from multilayer perceptrons in classification problems: a clustering-based approach. Neurocomputing 70, 384-397 (2006).
-
(2006)
Neurocomputing
, vol.70
, pp. 384-397
-
-
Hruschka, E.R.1
Ebecken, N.F.2
-
28
-
-
84901644354
-
A hybrid intelligent model of analyzing clinical breast cancer data using clustering techniques with feature selection
-
Chen, C.-H. A hybrid intelligent model of analyzing clinical breast cancer data using clustering techniques with feature selection. Applied Soft Computing 20, 4-14 (2014).
-
(2014)
Applied Soft Computing
, vol.20
, pp. 4-14
-
-
Chen, C.-H.1
-
29
-
-
84857215855
-
Classification of Parkinson's disease using feature weighting method on the basis of fuzzy c-means clustering
-
Polat, K. Classification of Parkinson's disease using feature weighting method on the basis of fuzzy c-means clustering. International Journal of Systems Science 43, 597-609 (2012).
-
(2012)
International Journal of Systems Science
, vol.43
, pp. 597-609
-
-
Polat, K.1
-
30
-
-
71749106281
-
A comparison of multiple classification methods for diagnosis of Parkinson disease
-
Das, R. A comparison of multiple classification methods for diagnosis of Parkinson disease. Expert Systems with Applications 37, 1568-1572 (2010).
-
(2010)
Expert Systems with Applications
, vol.37
, pp. 1568-1572
-
-
Das, R.1
-
32
-
-
84873048938
-
SVM feature selection based rotation forest ensemble classifiers to improve computer-aided diagnosis of Parkinson disease
-
Ozcift, A. Svm feature selection based rotation forest ensemble classifiers to improve computer-aided diagnosis of Parkinson disease. Journal of medical systems 36, 2141-2147 (2012).
-
(2012)
Journal of Medical Systems
, vol.36
, pp. 2141-2147
-
-
Ozcift, A.1
-
33
-
-
79957987118
-
A parallel neural network approach to prediction of Parkinson's disease
-
Astrom, F. & Koker, R. A parallel neural network approach to prediction of Parkinson's disease. Expert systems with applications 38, 12470-12474 (2011).
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 12470-12474
-
-
Astrom, F.1
Koker, R.2
-
34
-
-
79956012303
-
A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets
-
Li, D.-C., Liu, C.-W. & Hu, S. C. A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets. Artificial Intelligence in Medicine 52, 45-52 (2011).
-
(2011)
Artificial Intelligence in Medicine
, vol.52
, pp. 45-52
-
-
Li, D.-C.1
Liu, C.-W.2
Hu, S.C.3
-
36
-
-
84910600645
-
Performance evaluation of random forest regression model in tracking Parkinson's disease progress
-
IEEE
-
Peterek, T., Dohnalek, P., Gajdos, P. & Smondrk, M. Performance evaluation of random forest regression model in tracking Parkinson's disease progress. In Hybrid Intelligent Systems (HIS), 2013 13th International Conference on, 83-87 (IEEE, 2013).
-
(2013)
Hybrid Intelligent Systems (HIS), 2013 13th International Conference on
, pp. 83-87
-
-
Peterek, T.1
Dohnalek, P.2
Gajdos, P.3
Smondrk, M.4
-
37
-
-
79953700261
-
A new intelligent hepatitis diagnosis system: PCA-lssvm
-
Calisir, D. & Dogantekin, E. A new intelligent hepatitis diagnosis system: Pca-lssvm. Expert Systems with Applications 38, 10705-10708 (2011).
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 10705-10708
-
-
Calisir, D.1
Dogantekin, E.2
-
38
-
-
0037332850
-
Non-convex clustering using expectation maximization algorithm with rough set initialization
-
Mitra, P., Pal, S. K. & Siddiqi, M. A. Non-convex clustering using expectation maximization algorithm with rough set initialization. Pattern Recognition Letters 24, 863-873 (2003).
-
(2003)
Pattern Recognition Letters
, vol.24
, pp. 863-873
-
-
Mitra, P.1
Pal, S.K.2
Siddiqi, M.A.3
-
39
-
-
84919392856
-
Clustering performance comparison using k-means and expectation maximization algorithms
-
Jung, Y. G., Kang, M. S. & Heo, J. Clustering performance comparison using k-means and expectation maximization algorithms. Biotechnology & Biotechnological Equipment 28, S44-S48 (2014).
-
(2014)
Biotechnology & Biotechnological Equipment
, vol.28
, pp. S44-S48
-
-
Jung, Y.G.1
Kang, M.S.2
Heo, J.3
-
43
-
-
84949539778
-
A multi-criteria collaborative filtering recommender system for the tourism domain using expectation maximization (em) and PCA-ANFIS
-
Nilashi, M., bin Ibrahim, O., Ithnin, N. & Sarmin, N. H. A multi-criteria collaborative filtering recommender system for the tourism domain using expectation maximization (em) and pca-anfis. Electronic Commerce Research and Applications 14, 542-562 (2015).
-
(2015)
Electronic Commerce Research and Applications
, vol.14
, pp. 542-562
-
-
Nilashi, M.1
Bin Ibrahim, O.2
Ithnin, N.3
Sarmin, N.H.4
-
44
-
-
84938414561
-
A knowledge-based expert system for assessing the performance level of green buildings
-
Nilashi, M. et al. A knowledge-based expert system for assessing the performance level of green buildings. Knowledge-Based Systems 86, 194-209 (2015).
-
(2015)
Knowledge-Based Systems
, vol.86
, pp. 194-209
-
-
Nilashi, M.1
-
45
-
-
84896388776
-
Multi-criteria collaborative filtering with high accuracy using higher order singular value decomposition and neuro-fuzzy system
-
Nilashi, M., bin Ibrahim, O. & Ithnin, N. Multi-criteria collaborative filtering with high accuracy using higher order singular value decomposition and neuro-fuzzy system. Knowledge-Based Systems 60, 82-101 (2014).
-
(2014)
Knowledge-Based Systems
, vol.60
, pp. 82-101
-
-
Nilashi, M.1
Bin Ibrahim, O.2
Ithnin, N.3
-
46
-
-
84942193459
-
A multi-criteria recommendation system using dimensionality reduction and neuro-fuzzy techniques
-
Nilashi, M., Ibrahim, O. B., Ithnin, N. & Zakaria, R. A multi-criteria recommendation system using dimensionality reduction and neuro-fuzzy techniques. Soft Computing 19, 3173-3207 (2015).
-
(2015)
Soft Computing
, vol.19
, pp. 3173-3207
-
-
Nilashi, M.1
Ibrahim, O.B.2
Ithnin, N.3
Zakaria, R.4
-
48
-
-
85013262675
-
A comparative study of ccr-(?-svr) and ccr-(?-svr) models for efficiency prediction of large decision making units
-
Farahmand, M., Desa, M. I. & Nilashi, M. A comparative study of ccr-(?-svr) and ccr-(?-svr) models for efficiency prediction of large decision making units. Journal of Soft Computing and Decision Support Systems 2, 8-17 (2015).
-
(2015)
Journal of Soft Computing and Decision Support Systems
, vol.2
, pp. 8-17
-
-
Farahmand, M.1
Desa, M.I.2
Nilashi, M.3
-
49
-
-
85164392958
-
A study of cross-validation and bootstrap for accuracy estimation and model selection
-
Kohavi, R. et al. A study of cross-validation and bootstrap for accuracy estimation and model selection. In Ijcai vol. 14, 1137-1145 (1995).
-
(1995)
Ijcai
, vol.14
, pp. 1137-1145
-
-
Kohavi, R.1
-
50
-
-
0001820920
-
X-means: Extending k-means with efficient estimation of the number of clusters
-
Pelleg, D., Moore, A. W. et al. X-means: Extending k-means with efficient estimation of the number of clusters. In ICML vol. 1 (2000).
-
(2000)
ICML
, vol.1
-
-
Pelleg, D.1
Moore, A.W.2
-
51
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike, H. A new look at the statistical model identification. Automatic Control, IEEE Transactions on 19, 716-723 (1974).
-
(1974)
Automatic Control, IEEE Transactions on
, vol.19
, pp. 716-723
-
-
Akaike, H.1
-
52
-
-
84937549955
-
The scree test for the number of factors
-
Cattell, R. B. The scree test for the number of factors. Multivariate behavioral research 1, 245-276 (1966).
-
(1966)
Multivariate Behavioral Research
, vol.1
, pp. 245-276
-
-
Cattell, R.B.1
-
53
-
-
0029234186
-
High dimensional neurofuzzy systems: Overcoming the curse of dimensionality
-
IEEE
-
Brown, M., Bossley, K., Mills, D. & Harris, C. High dimensional neurofuzzy systems: overcoming the curse of dimensionality. In Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int, vol. 4, 2139-2146 (IEEE, 1995).
-
(1995)
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and the Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
, vol.4
, pp. 2139-2146
-
-
Brown, M.1
Bossley, K.2
Mills, D.3
Harris, C.4
-
55
-
-
78649290295
-
Diagnosing Parkinson by using artificial neural networks and support vector machines
-
Gil, D. & Johnson, M. Diagnosing Parkinson by using artificial neural networks and support vector machines. Global Journal of Computer Science and Technology 9, 63-71 (2009).
-
(2009)
Global Journal of Computer Science and Technology
, vol.9
, pp. 63-71
-
-
Gil, D.1
Johnson, M.2
|