Evaluation of a neural-network classifier for PET scans of normal and Alzheimer's disease subjects

JS Kippenhan, WW Barker, S Pascal, JH Nagel… - 1992 - elib.uni-stuttgart.de
The value of PET as an objective diagnostic tool for dementia may depend on the degree to
which abnormal metabolic patterns can be detected by quantitative classification methods …

Neural network classification of normal and Alzheimer's disease subjects using high-resolution and low-resolution PET cameras

JS Kippenhan, WW Barker, JH Nagel, C Grady… - 1994 - Soc Nuclear Med
Neural-networkclassfficationmethodswere apd to studiesof FDG-PETimagesofthebrainacquiredfromatotalof7…
€ œprOb able― Alzheimer'sdiseaseand124normalsubjectsattwodif ferent centers …

Diagnostic features of Alzheimer's disease extracted from PET sinograms

A Sayeed, M Petrou, N Spyrou… - Physics in Medicine & …, 2001 - iopscience.iop.org
Texture analysis of positron emission tomography (PET) images of the brain is a very difficult
task, due to the poor signal to noise ratio. As a consequence, very few techniques can be …

Classification of mild Alzheimer's disease by artificial neural network analysis of SPET data

D Hamilton, D O'mahony, J Coffey… - Nuclear medicine …, 1997 - journals.lww.com
An evaluation of the performance of artificial neural networks (ANNs) for the classification of
probable Alzheimer's disease (pAD) patients was undertaken using data extracted from four …

Differential diagnosis of Alzheimer's disease with PET.

E Salmon, B Sadzot, P Maquet… - Journal of nuclear …, 1994 - europepmc.org
Methods To evaluate the diagnostic power of cerebral metabolic distribution patterns for"
cortical" degenerative dementias, PET scans obtained from 129 patients referred for …

Quantitative topographical EEG compared to FDG PET for classification of vascular and degenerative dementia

B Szelies, R Mielke, K Herholz, WD Heiss - … and clinical neurophysiology, 1994 - Elsevier
Quantitative topographical EEG was compared with regional glucose metabolism measured
by PET with respect to the sensitivity in the classification of mild to moderate dementia. In 24 …

Positron emission tomographic studies of aging and Alzheimer disease.

MJ de Leon, SH Ferris, AE George… - American Journal …, 1983 - Am Soc Neuroradiology
In this study the positron emission tomographic (PET)-18F-2-deoxy-2-fluoro-D-glucose
(FDG) technique was used to study both normal aging and senile dementia. The results …

Artificial neural networks that use single-photon emission tomography to identify patients with probable Alzheimer's disease

MRW Dawson, A Dobbs, HR Hooper… - European Journal of …, 1994 - Springer
Single-photon emission tomographic (SPET) images using technetium-99m labelled
hexamethylpropylene amine oxime were obtained from 97 patients diagnosed as having …

FDG PET and differential diagnosis of dementia

K Herholz - Alzheimer Disease & Associated Disorders, 1995 - journals.lww.com
Positron emission tomography (PET) with 18 F-2-fluoro-2-deoxy-D-glucose (FDG)
demonstrates a typical pattern of impairment of regional metabolic rates of glucose …

A comparison of classification methods for differentiating fronto‐temporal dementia from Alzheimer's disease using FDG‐PET imaging

R Higdon, NL Foster, RA Koeppe… - Statistics in …, 2004 - Wiley Online Library
Flurodeoxyglucose positron emission tomography (FDG‐PET) is being explored to
determine its ability to differentiate between a diagnosis of Alzheimer's disease (AD) and …