Automated detection and classification of tumor histotypes on dynamic PET imaging data through machine-learning driven voxel classification.

Adenocarcinoma Fluorodeoxyglucose F18 Humans Lung Neoplasms / diagnostic imaging Lymph Nodes / pathology Lymphatic Metastasis / pathology Machine Learning Positron Emission Tomography Computed Tomography / methods Positron-Emission Tomography / methods Radiopharmaceuticals
Automated classification Dynamic PET imaging Lung histotypes Machine learning Metastasis

Journal

Computers in biology and medicine
ISSN: 1879-0534
Titre abrégé: Comput Biol Med
Pays: United States
ID NLM: 1250250

Informations de publication

Date de publication:
06 2022
Historique:
received: 14 01 2022
revised: 11 03 2022
accepted: 17 03 2022
pubmed: 4 4 2022
medline: 20 5 2022
entrez: 3 4 2022
Statut: ppublish

Résumé

2-deoxy-2-fluorine-(

Identifiants

DOI: 10.1016/j.compbiomed.2022.105423 PMID: 35367782
pubmed: 35367782
pii: S0010-4825(22)00215-3
doi: 10.1016/j.compbiomed.2022.105423
pii:
doi:

Substances chimiques

Radiopharmaceuticals 0
Fluorodeoxyglucose F18 0Z5B2CJX4D

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

105423

Informations de copyright

Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.

Auteurs

G Bianchetti (G)

Neuroscience Department, Biophysics Section, Università Cattolica del Sacro Cuore, 00168, Rome, Italy; Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168, Rome, Italy.

S Taralli (S)

Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Unità di Medicina Nucleare, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.

M Vaccaro (M)

Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168, Rome, Italy.

L Indovina (L)

Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168, Rome, Italy.

M V Mattoli (MV)

Department of Neurosciences, Imaging and Clinical Sciences, "G. D'Annunzio" Chieti-Pescara University, Chieti, Italy.

A Capotosti (A)

Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168, Rome, Italy.

V Scolozzi (V)

Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Unità di Medicina Nucleare, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.

M L Calcagni (ML)

Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Unità di Medicina Nucleare, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Dipartimento Universitario di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy.

A Giordano (A)

Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Unità di Medicina Nucleare, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Dipartimento Universitario di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy.

M De Spirito (M)

Neuroscience Department, Biophysics Section, Università Cattolica del Sacro Cuore, 00168, Rome, Italy; Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168, Rome, Italy.

G Maulucci (G)

Neuroscience Department, Biophysics Section, Università Cattolica del Sacro Cuore, 00168, Rome, Italy; Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168, Rome, Italy. Electronic address: giuseppe.maulucci@unicatt.it.

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Classifications MeSH

questionsmedicales.fr › Tumeurs › Tumeurs par type histologique › Tumeurs épithéliales épidermoïdes et glandulaires › Carcinomes › Adénocarcinome › Automated detection and classification of...
questionsmedicales.fr › Glucides › Désoses › Désoxyglucose › Fluorodésoxyglucose F18 › Automated detection and classification of...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Automated detection and classification of...
questionsmedicales.fr › Maladies de l'appareil respiratoire › Tumeurs de l'appareil respiratoire › Tumeurs du poumon › Automated detection and classification of...
questionsmedicales.fr › Systèmes sanguin et immunitaire › Système immunitaire › Système lymphatique › Tissu lymphoïde › Noeuds lymphatiques › Automated detection and classification of...
questionsmedicales.fr › États, signes et symptômes pathologiques › Processus pathologiques › Processus néoplasiques › Métastase tumorale › Métastase lymphatique › Automated detection and classification of...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Apprentissage machine › Automated detection and classification of...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Techniques de diagnostic radioisotopique › Scintigraphie › Tomoscintigraphie › Tomographie par émission de positons › Tomographie par émission de positons couplée à la tomodensitométrie › Automated detection and classification of...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Techniques de diagnostic radioisotopique › Scintigraphie › Tomoscintigraphie › Tomographie par émission de positons › Automated detection and classification of...
questionsmedicales.fr › Actions chimiques et utilisations › Utilisations spécialisées de produits chimiques › Produits chimiques de laboratoire › Indicateurs et réactifs › Radiopharmaceutiques › Automated detection and classification of...