Cargando…

Classification of Parkinsonian Syndromes from FDG-PET Brain Data Using Decision Trees with SSM/PCA Features

Medical imaging techniques like fluorodeoxyglucose positron emission tomography (FDG-PET) have been used to aid in the differential diagnosis of neurodegenerative brain diseases. In this study, the objective is to classify FDG-PET brain scans of subjects with Parkinsonian syndromes (Parkinson's...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mudali, D., Teune, L. K., Renken, R. J., Leenders, K. L., Roerdink, J. B. T. M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi Publishing Corporation 2015
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4395991/ https://www.ncbi.nlm.nih.gov/pubmed/25918550 http://dx.doi.org/10.1155/2015/136921

Ejemplares similares

Parkinson's disease-related perfusion and glucose metabolic brain patterns identified with PCASL-MRI and FDG-PET imaging
por: Teune, Laura K., et al.
Publicado: (2014)

Alzheimer’s disease pattern derived from relative cerebral flow as an alternative for the metabolic pattern using SSM/PCA
por: Peretti, Débora E., et al.
Publicado: (2022)

Multiclass classification of FDG PET scans for the distinction between Parkinson's disease and atypical parkinsonian syndromes()()
por: Garraux, Gaëtan, et al.
Publicado: (2013)

CERN Safety System Monitoring - SSM
por: Hakulinen, T, et al.
Publicado: (2011)

FDG PET, dopamine transporter SPECT, and olfaction: Combining biomarkers in REM sleep behavior disorder
por: Meles, Sanne K., et al.
Publicado: (2017)

The $\mu\nu$SSM and gravitino dark matter
por: Munoz, Carlos
Publicado: (2009)

Revisiting CERN Safety System Monitoring (SSM)
por: Hakulinen, T, et al.
Publicado: (2014)

Clinical impact of dual-tracer FDOPA and FDG PET/CT for the evaluation of patients with parkinsonian syndromes
por: Emsen, Berivan, et al.
Publicado: (2020)

Factors affecting the harmonization of disease-related metabolic brain pattern expression quantification in [(18)F]FDG-PET (PETMETPAT)
por: Kogan, Rosalie V., et al.
Publicado: (2019)

Intrastriatal gradient analyses of 18F-FDOPA PET scans for differentiation of Parkinsonian disorders
por: Stormezand, Gilles N., et al.
Publicado: (2020)

NeSSM: A Next-Generation Sequencing Simulator for Metagenomics
por: Jia, Ben, et al.
Publicado: (2013)

FDG PET in the differential diagnosis of degenerative parkinsonian disorders: usefulness of voxel-based analysis in clinical practice
por: Arnone, Annachiara, et al.
Publicado: (2022)

Probabilistic Evaluation of 3D Surfaces Using Statistical Shape Models (SSM)
por: Pérez, Javier, et al.
Publicado: (2020)

Phenomenology of a New Supersymmetric Standard Model: The $\mu\nu$SSM
por: Munoz, Carlos
Publicado: (2009)

Computer-Aided Classification Framework of Parkinsonian Disorders Using (11)C-CFT PET Imaging
por: Xu, Jiahang, et al.
Publicado: (2022)

PPR-SSM: personalized PageRank and semantic similarity measures for entity linking
por: Lamurias, Andre, et al.
Publicado: (2019)

Empirical Analysis and Suggestions on the Selection of City Leading Industries based on SSM Algorithm
por: Lin, Junhang, et al.
Publicado: (2022)

Decision Tree With Only Two Musculoskeletal Sites to Diagnose Polymyalgia Rheumatica Using [(18)F]FDG PET-CT
por: Flaus, Anthime, et al.
Publicado: (2021)

Workload Differentiates Breast Surgical Procedures: NSM Associated with Higher Workload Demand than SSM
por: Hallbeck, M. Susan, et al.
Publicado: (2020)

Integrating gene expression and GO classification for PCA by preclustering
por: De Haan, Jorn R, et al.
Publicado: (2010)

Abnormal pattern of brain glucose metabolism in Parkinson’s disease: replication in three European cohorts
por: Meles, Sanne K., et al.
Publicado: (2019)

Functional characterization of SGLT1 using SSM-based electrophysiology: Kinetics of sugar binding and translocation
por: Bazzone, Andre, et al.
Publicado: (2023)

Hybrid Feature-Learning-Based PSO-PCA Feature Engineering Approach for Blood Cancer Classification
por: Atteia, Ghada, et al.
Publicado: (2023)

PET Imaging of Astrogliosis and Tau Facilitates Diagnosis of Parkinsonian Syndromes
por: Schönecker, Sonja, et al.
Publicado: (2019)

Classification of electrically-evoked potentials in the parkinsonian subthalamic nucleus region
por: Rosing, Joshua, et al.
Publicado: (2023)

Decision tree methods: applications for classification and prediction
por: SONG, Yan-yan, et al.
Publicado: (2015)

Flow‐directed PCA for monitoring networks
por: Gallacher, K., et al.
Publicado: (2016)

Differential diagnosis of patients with atypical Parkinsonian syndrome using (18)F-FDG and (18)F-FP CIT PET: A report of five cases
por: Yoo, Jang, et al.
Publicado: (2022)

Institutional Divergence of Digital Item Bank Management in Bureaucratic Hybridization: An Application of SSM Based Multi-Method
por: Muhammaditya, Nur, et al.
Publicado: (2021)

Prediction of Chemotherapy Response of Osteosarcoma Using Baseline (18)F-FDG Textural Features Machine Learning Approaches with PCA
por: Jeong, Su Young, et al.
Publicado: (2019)

Comparison of univariate and multivariate analyses for brain [18F]FDG PET data in α-synucleinopathies
por: Carli, Giulia, et al.
Publicado: (2023)

Opioid Overdose With Parkinsonian Features
por: Cohen, Paul, et al.
Publicado: (2019)

Reproducibility of the principal component analysis (PCA)‐based data‐driven respiratory gating on texture features in non‑small cell lung cancer patients with (18)F‑FDG PET/CT
por: Fukai, Shohei, et al.
Publicado: (2023)

FDG-PET and PET/CT - Part II
por: Takalkar, Amol M, et al.
Publicado: (2008)

Disease Classification Based on Eye Movement Features With Decision Tree and Random Forest
por: Mao, Yuxing, et al.
Publicado: (2020)

The Role of (18)F-FDG PET/CT in Large-Vessel Vasculitis: Appropriateness of Current Classification Criteria?
por: Balink, H., et al.
Publicado: (2014)

Pattern Classification Using an Olfactory Model with PCA Feature Selection in Electronic Noses: Study and Application
por: Fu, Jun, et al.
Publicado: (2012)

18-FDG PET in lung transplantation
por: Algieri, I, et al.
Publicado: (2015)

Lack of correlation between antitumour response and serum interferon levels in mice treated with SSM, an immunotherapeutic anticancer agent.
por: Suzuki, F., et al.
Publicado: (1986)

Simple Shared Motifs (SSM) in conserved region of promoters: a new approach to identify co-regulation patterns
por: Gruel, Jérémy, et al.
Publicado: (2011)

Cannot write session to /tmp/vufind_sessions/sess_d7kuon2tpgf0g745ieojtd0ihb