NCTN Assessment on Current Applications of Radiomics in Oncology.
Decision Support Systems, Clinical
Genomics
Humans
Image Processing, Computer-Assisted
/ methods
Logistic Models
Machine Learning
Magnetic Resonance Imaging
Neoplasms
/ diagnostic imaging
Phantoms, Imaging
Pharmacokinetics
Phenotype
Positron-Emission Tomography
Radiation Oncology
/ methods
Reproducibility of Results
Tomography, X-Ray Computed
Treatment Outcome
Journal
International journal of radiation oncology, biology, physics
ISSN: 1879-355X
Titre abrégé: Int J Radiat Oncol Biol Phys
Pays: United States
ID NLM: 7603616
Informations de publication
Date de publication:
01 06 2019
01 06 2019
Historique:
received:
19
07
2018
revised:
17
01
2019
accepted:
23
01
2019
pubmed:
4
2
2019
medline:
15
11
2019
entrez:
4
2
2019
Statut:
ppublish
Résumé
Radiomics is a fast-growing research area based on converting standard-of-care imaging into quantitative minable data and building subsequent predictive models to personalize treatment. Radiomics has been proposed as a study objective in clinical trial concepts and a potential biomarker for stratifying patients across interventional treatment arms. In recognizing the growing importance of radiomics in oncology, a group of medical physicists and clinicians from NRG Oncology reviewed the current status of the field and identified critical issues, providing a general assessment and early recommendations for incorporation in oncology studies.
Identifiants
pubmed: 30711529
pii: S0360-3016(19)30178-6
doi: 10.1016/j.ijrobp.2019.01.087
pmc: PMC6499656
mid: NIHMS1526147
pii:
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
302-315Subventions
Organisme : NCI NIH HHS
ID : U10 CA180868
Pays : United States
Organisme : NCI NIH HHS
ID : UG1 CA233160
Pays : United States
Organisme : NCI NIH HHS
ID : U24 CA180803
Pays : United States
Organisme : NCI NIH HHS
ID : U10 CA180822
Pays : United States
Organisme : NCI NIH HHS
ID : R21 CA223358
Pays : United States
Informations de copyright
Copyright © 2019. Published by Elsevier Inc.
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