Higashi, YKamada, HTabata, M
•Multiclass classification is one of the challenges of computer-aided diagnosis.•This was addressed here using relevance vector machine and bootstrap aggregation.•Performance was tested on FDG-PET scans from 120 parkinsonian patients.•Four diagnostic classes under consideration as defined on av...
Multiclass classification Relevance vector machine FDG PET Parkinson's disease Multiple system atrophy Progressive supranuclear palsy Corticobasal syndrome 1. Introduction Computer-aided diagnosis (CAD) integrates data processing, mathematics and statistics into computerized techniques to maximize the information ...
M Piert,RA Koeppe,B Giordani,S Minoshima,DE Kuhl 摘要: Dynamic [18F]fluorodeoxyglucose (FDG) PET was used in Parkinson's disease patients and normal controls to determine kinetic rate constants for FDG. The goal was to assess whether the metabolic decreases observed in Parkinson's disease are...
本研究对早期PD患者进行4年纵向PET成像研究,确定与疾病进展相关的区域,分析不同时期感兴趣区(ROI)代谢活性与平均统一帕金森病评定量表(movement disorder society-sponsored revision of the unified Parkinson's disease rating scale,MDS-UPD...
IDLR模型在18F-FDG PET图像中具备对IPD和非典型性帕金森综合征的鉴别诊断潜力。 原发性帕金森病(primary Parkinson's disease,IPD)是常见的神经退行性疾病之一[1],其临床表现与非典型性帕金森综合征(atypical Parkinson's syndrome,APS)如...
百度试题 题目18F-FDGPET显像临床应用,下列哪项正确()。 A. 用于癫痫的诊断与疗效观察 B. 冠心病、心肌存活的诊断 C. 肿瘤诊断 D. Parkinson病的诊断 E. 以上都正确 相关知识点: 试题来源: 解析 E.以上都正确 反馈 收藏
doi:10.1016/J.NICL.2018.11.004Franziska AlbrechtTommaso BallariniJane NeumannMatthias L. SchroeterElsevierNeuroImage: Clinical
fMRI data at rest included a derivation sampleS PengT WuY MaP SpetsierisPeng, S., Wu, T., et al. A comparison study of Parkinson's disease-related patterns between FDG PET and fMRI at rest state. Neuroimage. 61 (Suppl. 1), 5610 (2012)....
Haritha, ThimmineniKandadai, Rukmini M.Srivastava, MadhurNallapareddy, KavithaBorgohain, RupamAnnals of Movement Disorders