Adding the temporal domain to PET radiomic features.

Adding the temporal domain to PET radiomic features.

<h4>Background</h4>Radiomic features, extracted from positron emission tomography, aim to characterize tumour biology based on tracer intensity, tumour geometry and/or tracer uptake heterogeneity. Currently, radiomic features are derived from static images. However, temporal changes in t...

Full description

Bibliographic Details
Main Authors:	Wyanne A Noortman, Dennis Vriens, Cornelis H Slump, Johan Bussink, Tineke W H Meijer, Lioe-Fee de Geus-Oei, Floris H P van Velden
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2020-01-01
Series:	PLoS ONE
Online Access:	https://doi.org/10.1371/journal.pone.0239438

Similar Items

The Influence of the Exclusion of Central Necrosis on [<sup>18</sup>F]FDG PET Radiomic Analysis
by: Wyanne A. Noortman, et al.
Published: (2021-07-01)

Stereotactic radiotherapy boost after definite chemoradiation for non-responding locally advanced NSCLC based on early response monitoring 18F-FDG-PET/CT
by: Tineke W.H. Meijer, et al.
Published: (2018-07-01)

18F-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC) - A prospective externally validated study.
by: Sara Carvalho, et al.
Published: (2018-01-01)

Striatal dopamine synthesis capacity in autism spectrum disorder and its relation with social defeat: an [18F]-FDOPA PET/CT study
by: Rik Schalbroeck, et al.
Published: (2021-01-01)

Experimental validation of absolute SPECT/CT quantification for response monitoring in patients with coronary artery disease
by: Alina van de Burgt, et al.
Published: (2021-06-01)

Radioiodine in Differentiated Thyroid Carcinoma: Do We Need Diagnostic Pre-Ablation Iodine-123 Scintigraphy to Optimize Treatment?
by: Elizabeth J. de Koster, et al.
Published: (2021-03-01)

Treatment outcome and toxicity of intensity-modulated (chemo) radiotherapy in stage III non-small cell lung cancer patients
by: Govaert Stephanie LA, et al.
Published: (2012-09-01)

Evaluation of FDG-PET/CT Use in Children with Suspected Infection or Inflammation
by: Fabienne G. Ropers, et al.
Published: (2020-09-01)

PET/CT Radiomics in Lung Cancer: An Overview
by: Francesco Bianconi, et al.
Published: (2020-03-01)

PET/MRI Radiomics in Patients With Brain Metastases
by: Philipp Lohmann, et al.
Published: (2020-02-01)

Optimal respiratory-gated [18F]FDG PET/CT significantly impacts the quantification of metabolic parameters and their correlation with overall survival in patients with pancreatic ductal adenocarcinoma
by: Esther M. M. Smeets, et al.
Published: (2019-03-01)

Towards guidelines to harmonize textural features in PET: Haralick textural features vary with image noise, but exposure-invariant domains enable comparable PET radiomics.
by: George Amadeus Prenosil, et al.
Published: (2020-01-01)

A Systematic Review of PET Textural Analysis and Radiomics in Cancer
by: Manuel Piñeiro-Fiel, et al.
Published: (2021-02-01)

Evaluation of FET PET Radiomics Feature Repeatability in Glioma Patients
by: Robin Gutsche, et al.
Published: (2021-02-01)

Potential Added Value of PET/CT Radiomics for Survival Prognostication beyond AJCC 8th Edition Staging in Oropharyngeal Squamous Cell Carcinoma
by: Stefan P. Haider, et al.
Published: (2020-07-01)

Learning from scanners: Bias reduction and feature correction in radiomics
by: Ivan Zhovannik, et al.
Published: (2019-11-01)

SUV variability in EARL-accredited conventional and digital PET
by: Daniëlle Koopman, et al.
Published: (2019-12-01)

SMART (SiMulAtion and ReconsTruction) PET: an efficient PET simulation-reconstruction tool
by: Elisabeth Pfaehler, et al.
Published: (2018-09-01)

Radiomics integration into a picture archiving and communication system
by: Ivan Zhovannik, et al.
Published: (2021-10-01)

Contributions of radiomics in ¹⁸F-FDG PET/CT and in MRI in breast cancer
by: Boughdad, Sarah
Published: (2018)

Advanced Imaging of Biochemical Recurrent Prostate Cancer With PET, MRI, and Radiomics
by: Faiq Shaikh, et al.
Published: (2020-08-01)

PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology
by: M. Sollini, et al.
Published: (2017-03-01)

The Impact of Artificial Intelligence CNN Based Denoising on FDG PET Radiomics
by: Cyril Jaudet, et al.
Published: (2021-08-01)

Non-invasive decision support for NSCLC treatment using PET/CT radiomics
by: Wei Mu, et al.
Published: (2020-10-01)

Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics.
by: Janna E van Timmeren, et al.
Published: (2019-01-01)

Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study.
by: Ahmed Hosny, et al.
Published: (2018-11-01)

FDG-PET Radiomics for Response Monitoring in Non-Small-Cell Lung Cancer Treated with Radiation Therapy
by: Montserrat Carles, et al.
Published: (2021-02-01)

PET/CT Based EGFR Mutation Status Classification of NSCLC Using Deep Learning Features and Radiomics Features
by: Cao, X., et al.
Published: (2022)

68Ga-DOTATOC PET/CT-Based Radiomic Analysis and PRRT Outcome: A Preliminary Evaluation Based on an Exploratory Radiomic Analysis on Two Patients
by: Virginia Liberini, et al.
Published: (2021-01-01)

[18F]FDG PET immunotherapy radiomics signature (iRADIOMICS) predicts response of non-small-cell lung cancer patients treated with pembrolizumab
by: Valentinuzzi Damijan, et al.
Published: (2020-07-01)

Quantitative Prediction of Microsatellite Instability in Colorectal Cancer With Preoperative PET/CT-Based Radiomics
by: Jiaru Li, et al.
Published: (2021-07-01)

Radiomics Analysis and Correlation With Metabolic Parameters in Nasopharyngeal Carcinoma Based on PET/MR Imaging
by: Qi Feng, et al.
Published: (2020-09-01)

FDG PET versus CT radiomics to predict outcome in malignant pleural mesothelioma patients
by: M. Pavic, et al.
Published: (2020-07-01)

Experimental phantom evaluation to identify robust positron emission tomography (PET) radiomic features
by: Montserrat Carles, et al.
Published: (2021-06-01)

FET-PET radiomics in recurrent glioblastoma: prognostic value for outcome after re-irradiation?
by: Montserrat Carles, et al.
Published: (2021-03-01)

Usefulness of FDG-PET/CT-Based Radiomics for the Characterization and Genetic Orientation of Pheochromocytomas Before Surgery
by: Catherine Ansquer, et al.
Published: (2020-08-01)

Implications of reconstruction protocol for histo-biological characterisation of breast cancers using FDG-PET radiomics
by: Nicolas Aide, et al.
Published: (2018-12-01)

Combined FET PET/MRI radiomics differentiates radiation injury from recurrent brain metastasis
by: Philipp Lohmann, et al.
Published: (2018-01-01)

18F-FDG PET/CTCT-based Radiomics for the Prediction of Radiochemotherapy Treatment Outcomes of Cervical Cancer
by: Altazi, Badereldeen Abdulmajeed
Published: (2017)

Tumor response prediction in 90Y radioembolization with PET-based radiomics features and absorbed dose metrics
by: Lise Wei, et al.
Published: (2020-12-01)

Cannot write session to /tmp/vufind_sessions/sess_v735im7h6j7h3tjivld4rml3fc