To contribute to the differentiation of Parkinson's disease (PD) and essential tremor (ET), we compared two different artificial neural network classifiers using (123)I-FP-CIT SPECT data, a probabilistic neural network (PNN) and a classification tree (ClT).

Palumbo, B., Fravolini, M., Nuvoli, S., Spanu, A., Paulus, K., Schillaci, O., et al. (2010). Comparison of two neural network classifiers in the differential diagnosis of essential tremor and Parkinson's disease by (123)I-FP-CIT brain SPECT. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 37(11), 2146-2153 [10.1007/s00259-010-1481-6].

Comparison of two neural network classifiers in the differential diagnosis of essential tremor and Parkinson's disease by (123)I-FP-CIT brain SPECT

SCHILLACI, ORAZIO;
2010-11-01

Abstract

To contribute to the differentiation of Parkinson's disease (PD) and essential tremor (ET), we compared two different artificial neural network classifiers using (123)I-FP-CIT SPECT data, a probabilistic neural network (PNN) and a classification tree (ClT).
nov-2010
Pubblicato
Rilevanza internazionale
Articolo
Sì, ma tipo non specificato
Settore MED/50 - SCIENZE TECNICHE MEDICHE APPLICATE
English
Con Impact Factor ISI
Data Interpretation, Statistical; Aged, 80 and over; Male; Middle Aged; Female; Neural Networks (Computer); Essential Tremor; Humans; Parkinson Disease; Tropanes; Tomography, Emission-Computed, Single-Photon; Probability; Aged; Brain; Adult; Diagnosis, Differential
Palumbo, B., Fravolini, M., Nuvoli, S., Spanu, A., Paulus, K., Schillaci, O., et al. (2010). Comparison of two neural network classifiers in the differential diagnosis of essential tremor and Parkinson's disease by (123)I-FP-CIT brain SPECT. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 37(11), 2146-2153 [10.1007/s00259-010-1481-6].
Palumbo, B; Fravolini, M; Nuvoli, S; Spanu, A; Paulus, K; Schillaci, O; Madeddu, G
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/17998
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