Role of Radiomics Features and Machine Learning for the Histological Classification of Stage I and Stage II NSCLC at [
FDG
PET/CT
lung cancer
machine learning
radiomics
texture analysis
Journal
Journal of clinical medicine
ISSN: 2077-0383
Titre abrégé: J Clin Med
Pays: Switzerland
ID NLM: 101606588
Informations de publication
Date de publication:
29 Dec 2022
29 Dec 2022
Historique:
received:
04
11
2022
revised:
07
12
2022
accepted:
28
12
2022
entrez:
8
1
2023
pubmed:
9
1
2023
medline:
9
1
2023
Statut:
epublish
Résumé
The aim of this study was to compare two different PET/CT tomographs for the evaluation of the role of radiomics features (RaF) and machine learning (ML) in the prediction of the histological classification of stage I and II non-small-cell lung cancer (NSCLC) at baseline [
Identifiants
pubmed: 36615053
pii: jcm12010255
doi: 10.3390/jcm12010255
pmc: PMC9820870
pii:
doi:
Types de publication
Journal Article
Langues
eng
Références
Phys Med Biol. 2018 Aug 22;63(16):165018
pubmed: 30051884
Mol Imaging. 2014;13:
pubmed: 25742961
Cancers (Basel). 2014 Sep 29;6(4):1821-89
pubmed: 25268160
J Nucl Med. 2015 Jan;56(1):45-9
pubmed: 25525185
J Clin Med. 2021 Oct 29;10(21):
pubmed: 34768584
Sci Rep. 2017 Mar 23;7(1):358
pubmed: 28336974
J Thorac Cardiovasc Surg. 1981 Jul;82(1):70-6
pubmed: 7242135
Radiology. 2020 May;295(2):328-338
pubmed: 32154773
J Thorac Cardiovasc Surg. 1995 Jan;109(1):120-9
pubmed: 7815787
PLoS One. 2015 Dec 15;10(12):e0145063
pubmed: 26669541
Lung Cancer. 2015 Feb;87(2):193-200
pubmed: 25564398
Clin Nucl Med. 2015 Sep;40(9):708-14
pubmed: 26098287
J Thorac Oncol. 2014 Nov;9(11):1618-24
pubmed: 25436796
Lung Cancer. 2005 Nov;50(2):227-34
pubmed: 16061304
Lung Cancer. 2005 Aug;49(2):181-6
pubmed: 16022911
Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:771-4
pubmed: 26736376
Rev Esp Med Nucl Imagen Mol (Engl Ed). 2021 Nov-Dec;40(6):343-350
pubmed: 34752367
Cancer Res. 2018 Aug 15;78(16):4786-4789
pubmed: 29959149
Mol Imaging Biol. 2019 Dec;21(6):1200-1209
pubmed: 30847822
Nucl Med Mol Imaging. 2014 Dec;48(4):278-86
pubmed: 26396632
JACC Cardiovasc Imaging. 2021 May;14(5):1063-1065
pubmed: 33221223
Mayo Clin Proc. 2019 Aug;94(8):1623-1640
pubmed: 31378236
J Thorac Oncol. 2016 Jan;11(1):39-51
pubmed: 26762738
Eur J Cardiothorac Surg. 2008 Oct;34(4):892-7
pubmed: 18722132
CA Cancer J Clin. 2018 Nov;68(6):394-424
pubmed: 30207593
Cancer. 1995 Sep 1;76(5):787-96
pubmed: 8625181
J Clin Med. 2022 Jan 26;11(3):
pubmed: 35160067