Cargando…

Differential Diagnosis of Alzheimer Disease vs. Mild Cognitive Impairment Based on Left Temporal Lateral Lobe Hypomethabolism on (18)F-FDG PET/CT and Automated Classifiers

Purpose: We evaluate the ability of Artificial Intelligence with automatic classification methods applied to semi-quantitative data from brain (18)F-FDG PET/CT to improve the differential diagnosis between Alzheimer Disease (AD) and Mild Cognitive Impairment (MCI). Procedures: We retrospectively ana...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nuvoli, Susanna, Bianconi, Francesco, Rondini, Maria, Lazzarato, Achille, Marongiu, Andrea, Fravolini, Mario Luca, Cascianelli, Silvia, Amici, Serena, Filippi, Luca, Spanu, Angela, Palumbo, Barbara
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601187/ https://www.ncbi.nlm.nih.gov/pubmed/36292114 http://dx.doi.org/10.3390/diagnostics12102425

Ejemplares similares

Value of Shape and Texture Features from (18)F-FDG PET/CT to Discriminate between Benign and Malignant Solitary Pulmonary Nodules: An Experimental Evaluation
por: Palumbo, Barbara, et al.
Publicado: (2020)

Performance Analysis of Six Semi-Automated Tumour Delineation Methods on [(18)F] Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (FDG PET/CT) in Patients with Head and Neck Cancer
por: Bianconi, Francesco, et al.
Publicado: (2023)

Impact of Lesion Delineation and Intensity Quantisation on the Stability of Texture Features from Lung Nodules on CT: A Reproducible Study
por: Bianconi, Francesco, et al.
Publicado: (2021)

Form Factors as Potential Imaging Biomarkers to Differentiate Benign vs. Malignant Lung Lesions on CT Scans
por: Bianconi, Francesco, et al.
Publicado: (2022)

SPECT and PET Serve as Molecular Imaging Techniques and in Vivo Biomarkers for Brain Metastases
por: Palumbo, Barbara, et al.
Publicado: (2014)

The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
por: Filippi, Luca, et al.
Publicado: (2022)

A Comparative Follow-Up Study of Patients with Papillary Thyroid Carcinoma Associated or Not with Graves’ Disease
por: Marongiu, Andrea, et al.
Publicado: (2022)

Qualitative and Semiquantitative Parameters of (18)F-FDG-PET/CT as Predictors of Malignancy in Patients with Solitary Pulmonary Nodule
por: Corica, Ferdinando, et al.
Publicado: (2023)

Usefulness of PET/CT with (18)F-FDG in Patients with Differentiated Thyroid Carcinoma after Radioiodine Therapy: An Italian Multicenter Study
por: Filippi, Luca, et al.
Publicado: (2021)

The Diagnostic Usefulness of (131)I-SPECT/CT at Both Radioiodine Ablation and during Long-Term Follow-Up in Patients Thyroidectomized for Differentiated Thyroid Carcinoma: Analysis of Tissue Risk Factors Ascertained at Surgery and Correlated with Metastasis Appearance
por: Spanu, Angela, et al.
Publicado: (2021)

Hashimoto’s Thyroiditis and Papillary Thyroid Carcinoma: A Follow-Up Study in Patients with Absence of Aggressive Risk Factors at the Surgery of the Primary Tumor
por: Marongiu, Andrea, et al.
Publicado: (2023)

Neck lymph node metastasis detection in patients with differentiated thyroid carcinoma (DTC) in long-term follow-up: a (131)I-SPECT/CT study
por: Spanu, Angela, et al.
Publicado: (2020)

Breast-Specific Gamma Imaging: An Added Value in the Diagnosis of Breast Cancer, a Systematic Review
por: De Feo, Maria Silvia, et al.
Publicado: (2022)

Personalized Dosimetry in the Context of Radioiodine Therapy for Differentiated Thyroid Cancer
por: Pacilio, Massimiliano, et al.
Publicado: (2022)

Incidental Detection of Pseudomembranous Colitis Through (18)F-FDG PET/CT During the Restaging of Colorectal Cancer
por: Filippi, Luca
Publicado: (2023)

Role of Functional Neuroimaging with 123I-MIBG and 123I-FP-CIT in De Novo Parkinson’s Disease: A Multicenter Study
por: De Feo, Maria Silvia, et al.
Publicado: (2023)

Intracranial Leptomeningeal Carcinomatosis: A Diagnostic Study with (18)F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography
por: Nuvoli, Susanna, et al.
Publicado: (2018)

Diagnostic Accuracy of Parkinson Disease by Support Vector Machine (SVM) Analysis of (123)I-FP-CIT Brain SPECT Data: Implications of Putaminal Findings and Age
por: Palumbo, Barbara, et al.
Publicado: (2014)

The role of molecular breast imaging in predicting complete tumor response to treatment and residual tumor extent following neoadjuvant therapy
por: Nuvoli, Susanna, et al.
Publicado: (2018)

PET Criteria by Cancer Type from Imaging Interpretation to Treatment Response Assessment: Beyond FDG PET Score
por: Dondi, Francesco, et al.
Publicado: (2023)

Using machine learning to classify temporal lobe epilepsy based on diffusion MRI
por: Del Gaizo, John, et al.
Publicado: (2017)

Psychiatric Assessment in Patients with Mild Temporal Lobe Epilepsy
por: Bruni, Antonella, et al.
Publicado: (2019)

Unilateral thalamic hypometabolism on FDG brain PET in patient with temporal lobe epilepsy
por: Sager, Sait, et al.
Publicado: (2011)

(123)I-ioflupane brain SPECT and (123)I-MIBG cardiac planar scintigraphy combined use in uncertain parkinsonian disorders
por: Nuvoli, Susanna, et al.
Publicado: (2017)

Head-to-Head Comparison between FDG and (11)C-Methionine in Multiple Myeloma: A Systematic Review
por: Filippi, Luca, et al.
Publicado: (2023)

PET Radiomics and Response to Immunotherapy in Lung Cancer: A Systematic Review of the Literature
por: Evangelista, Laura, et al.
Publicado: (2023)

Classifying mild traumatic brain injuries with functional network analysis
por: San Lucas, F. Anthony, et al.
Publicado: (2018)

Computer-Aided Diagnosis and Localization of Lateralized Temporal Lobe Epilepsy Using Interictal FDG-PET
por: Kerr, Wesley T., et al.
Publicado: (2013)

Decreased occipital lobe metabolism by FDG-PET/CT: An anti–NMDA receptor encephalitis biomarker
por: Probasco, John C., et al.
Publicado: (2017)

[18F]FDG-PET in a case of right temporal lobe variant of frontotemporal dementia
por: de Brito, Marcelo Houat, et al.
Publicado: (2019)

FDG-PET Profiles of Extratemporal Metabolism as a Predictor of Surgical Failure in Temporal Lobe Epilepsy
por: Tang, Yongxiang, et al.
Publicado: (2020)

Machine Learning Quantitative Analysis of FDG PET Images of Medial Temporal Lobe Epilepsy Patients
por: Shih, Yen-Cheng, et al.
Publicado: (2022)

Somatostatin Receptor Targeted PET-Imaging for Diagnosis, Radiotherapy Planning and Theranostics of Meningiomas: A Systematic Review of the Literature
por: Filippi, Luca, et al.
Publicado: (2022)

Interval Fuzzy Model for Robust Aircraft IMU Sensors Fault Detection
por: Crispoltoni, Michele, et al.
Publicado: (2018)

PET/CT with (18)F-choline or (18)F-FDG in Hepatocellular Carcinoma Submitted to (90)Y-TARE: A Real-World Study
por: Filippi, Luca, et al.
Publicado: (2022)

Utility of Absolute Quantification in Non-lesional Extratemporal Lobe Epilepsy Using FDG PET/MR Imaging
por: Traub-Weidinger, Tatjana, et al.
Publicado: (2020)

Solitary pulmonary nodule: Is positron emission tomography/computed tomography radiomics a valid diagnostic approach?
por: Palumbo, Barbara, et al.
Publicado: (2021)

Problems in Classifying Mild Cognitive Impairment (MCI): One or Multiple Syndromes?
por: Díaz-Mardomingo, María del Carmen, et al.
Publicado: (2017)

Precuneus-Dominant Degeneration of Parietal Lobe Is at Risk of Epilepsy in Mild Alzheimer's Disease
por: Horvath, Andras, et al.
Publicado: (2019)

Atrioventricular Conduction in Mesial Temporal Lobe Seizures
por: Pensel, Max C., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_36vj8tlg2o1pbuspn6i0uh78u5