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1.
Int J Cardiovasc Imaging ; 26(8): 851-9, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20535561

ABSTRACT

Virtual endoscopy (VE) is a new post-processing method that uses volumetric data sets to simulate the tracks of a "conventional" flexible endoscope. However, almost all studies of this method have involved virtual visualizations of the cardiovascular structures applied to computed tomography (CT) and magnetic resonance (MR) datasets. This paper introduces a novel visualization method called the "three-dimensional echocardiographic intracardiac endoscopic simulation system (3DE IESS)", which uses 3D echocardiographic images in a virtual reality (VR) environment to diagnose congenital heart disease. The aim of this study was to analyze the feasibility of VE in the evaluation of congenital heart disease in children and its accuracy compared with 2DE. Three experienced pediatric cardiologists blinded to the patients' diagnoses separately reviewed 40 two-dimensional echocardiographic (2DE) datasets and 40 corresponding VE datasets and judged whether abnormal intracardiac anatomy was present in terms of a five-point scale (1 = definitely absent; 2 = probably absent; 3 = cannot be determined; 4 = probably present; and 5 = definitely present). Compared with clinical diagnosis, the diagnostic accuracy of VE was 98.7% for ASD, 92.4% for VSD, 92.6% for TOF, and 94% for DORV, respectively. Diagnostic accuracy of VE was significantly higher than that of 2DE for TOF and DORV except for ASD and VSD. The receiver operating characteristic (ROC) curve for VE was closer to the optimal performance point than was the ROC curve for 2DE. The area under the ROC curve was 0.96 for VE and 0.93 for 2DE. Kappa values (range, 0.73-0.79) for VE and 2DE indicated substantial agreement. 3D echocardiographic VE can enhance our understanding of intracardiac structures and facilitate the evaluation of congenital heart disease.


Subject(s)
Echocardiography, Three-Dimensional , Endoscopy , Heart Defects, Congenital/diagnostic imaging , Image Interpretation, Computer-Assisted , Child , Child, Preschool , China , Echocardiography, Three-Dimensional/instrumentation , Endoscopy/instrumentation , Feasibility Studies , Female , Humans , Image Interpretation, Computer-Assisted/instrumentation , Infant , Male , Observer Variation , Pilot Projects , Predictive Value of Tests , ROC Curve , Reproducibility of Results , User-Computer Interface
2.
J Neural Eng ; 3(1): 71-7, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16510944

ABSTRACT

Our objective was to investigate the quantitative electroencephalogram (EEG) power spectrum typical of Chinese Han ethnic Alzheimer's disease (AD) patients. A study on the resting EEG was carried out on 103 local AD (NINCDS-ADRDA criteria) patients, and 124 age-matched normal elderly subjects served as controls. A novel multi-resolution decomposition algorithm based on Daubechies wavelet transform was employed for EEG spectral analysis. This algorithm decomposed recorded EEG signals into components with five frequency subbands, which especially provided more electroneural activity details in comparison with the conventional four subbands. A significant prevalence of an EEG spectrum characterized by increased slow activity with decreased fast activity was found in these patients. Moreover, the spectral power increase/decrease was mainly centralized in the below-2 Hz/over-8 Hz band, whereas the 2-8 Hz band did not show any widespread change. In conclusion, this study may provide some evidence of specific spectral changes of EEG affected by AD in China.


Subject(s)
Algorithms , Alzheimer Disease/diagnosis , Alzheimer Disease/ethnology , Artificial Intelligence , Electroencephalography/methods , Pattern Recognition, Automated/methods , Aged , Alzheimer Disease/classification , Alzheimer Disease/physiopathology , Asian People , Diagnosis, Computer-Assisted/methods , Female , Humans , Male , Signal Processing, Computer-Assisted
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