Diagnostic group Classifier system
|
MdMya (1)
|
MP (2)
|
SMA (3)
|
ALS (4)
|
PNP (5)
|
Otherb (6)
|
NNDc (7)
|
---|
SVM
|
92
|
84
|
38
|
78
|
77
|
56
|
89
|
RF
|
100
|
93
|
69
|
93
|
73
|
63
|
97
|
LR
|
84
|
86
|
56
|
81
|
73
|
81
|
94
|
NB
|
94
|
88
|
56
|
52
|
73
|
75
|
92
|
LD
|
94
|
88
|
69
|
81
|
77
|
81
|
94
|
NN
|
76
|
81
|
44
|
52
|
64
|
50
|
94
|
Fusion
|
96
|
93
|
69
|
81
|
86
|
81
|
97
|
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SVM support vector machine, RF random forest, LR logistic regression, NB naive Bayes, LD linear discriminant analysis, NN nearest neighbor
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aincluding patients with Duchenne and Becker muscular dystrophy (MD), oculopharyngeal muscular dystrophy (OPMD), proximal myotonic myopathy (PROMM), facioscapulohumeral MD, progressive MD, limb-girdle-MD, myotonia congenita Thomsen
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bincluding patients with chronic progressive external opthalmoplegia (CPEO) -plus, polymyositis, Lambert-Eaton myasthenic syndrome, Ullrich congenital muscular dystrophy, Miyoshi myopathy, Friedreich ataxia, primary lateral sclerosis (PLS), spinal and bulbar muscular atrophy (SBMA), and chronic inflammatory demyelinating polyneuropathy (CIDP)
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c
NND no neuromuscular disease