Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images

Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images

The main goal of this project was to create a computer algorithm based on wavelet analysis of region of homogeneity images obtained during resting state studies. Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically anal...

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Hauptverfasser: González Gómez Dulce, I., Moreno Barbosa, E., Hernández, Mario Iván Martínez, Méndez, José Ramos, Silvia, Hidalgo Tobón, Pilar, Dies Suarez, Eduardo, Barragán Pérez, Benito, De Celis Alonso
Format: Tagungsbericht
Sprache:eng
Schlagworte:
60 APPLIED LIFE SCIENCES
Attention Deficit Hyperactivity Disorder
CEREBELLUM
Children
COMPARATIVE EVALUATIONS
DIAGNOSIS
INFANTS
MALES
NMR
NMR SPECTRA
NUCLEAR MAGNETIC RESONANCE
PATIENTS
Statistical analysis
Statistical methods
Wavelet analysis
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Zusammenfassung:The main goal of this project was to create a computer algorithm based on wavelet analysis of region of homogeneity images obtained during resting state studies. Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically analysed this region. Male right handed volunteers (infants with ages between 7 and 11 years old) were studied and compared with age matched controls. Statistical differences between the values of the absolute integrated wavelet spectrum were found and showed significant differences (p
ISSN:0094-243X
1551-7616
DOI:10.1063/1.4901373