MRI-Based Radiomics in Bladder Cancer: A Systematic Review and Radiomics Quality Score Assessment.
MRI
bladder cancer
radiomics
radiomics quality score
Journal
Diagnostics (Basel, Switzerland)
ISSN: 2075-4418
Titre abrégé: Diagnostics (Basel)
Pays: Switzerland
ID NLM: 101658402
Informations de publication
Date de publication:
06 Jul 2023
06 Jul 2023
Historique:
received:
22
05
2023
revised:
30
06
2023
accepted:
03
07
2023
medline:
14
7
2023
pubmed:
14
7
2023
entrez:
14
7
2023
Statut:
epublish
Résumé
(1): Background: With the recent introduction of vesical imaging reporting and data system (VI-RADS), magnetic resonance imaging (MRI) has become the main imaging method used for the preoperative local staging of bladder cancer (BCa). However, the VI-RADS score is subject to interobserver variability and cannot provide information about tumor cellularity. These limitations may be overcome by using a quantitative approach, such as the new emerging domain of radiomics. (2) Aim: To systematically review published studies on the use of MRI-based radiomics in bladder cancer. (3) Materials and Methods: We performed literature research using the PubMed MEDLINE, Scopus, and Web of Science databases using PRISMA principles. A total of 1092 papers that addressed the use of radiomics for BC staging, grading, and treatment response were retrieved using the keywords "bladder cancer", "magnetic resonance imaging", "radiomics", and "textural analysis". (4) Results: 26 papers met the eligibility criteria and were included in the final review. The principal applications of radiomics were preoperative tumor staging (
Identifiants
pubmed: 37443692
pii: diagnostics13132300
doi: 10.3390/diagnostics13132300
pmc: PMC10341244
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
Références
Urology. 2020 Nov;145:22-29
pubmed: 32721515
Abdom Radiol (NY). 2017 Jul;42(7):1896-1905
pubmed: 28217825
Front Oncol. 2023 Mar 16;13:1025972
pubmed: 37007156
Eur Urol Focus. 2022 May;8(3):728-738
pubmed: 34099417
Eur Radiol. 2022 Nov;32(11):7494-7503
pubmed: 35366122
Br J Radiol. 2021 Jun 01;94(1122):20201114
pubmed: 33882245
Eur Radiol. 2020 Mar;30(3):1804-1812
pubmed: 31773297
Acad Radiol. 2023 Jan;30(1):64-76
pubmed: 35676179
Med Phys. 2017 Mar;44(3):1050-1062
pubmed: 28112418
Abdom Radiol (NY). 2021 Sep;46(9):4311-4323
pubmed: 33978825
AJR Am J Roentgenol. 2019 May;212(5):1060-1069
pubmed: 30860885
J Magn Reson Imaging. 2017 Nov;46(5):1281-1288
pubmed: 28199039
EBioMedicine. 2018 Aug;34:76-84
pubmed: 30078735
Insights Imaging. 2020 Aug 12;11(1):91
pubmed: 32785796
Comput Med Imaging Graph. 2021 Jun;90:101911
pubmed: 33848756
J Magn Reson Imaging. 2020 Sep;52(3):649-667
pubmed: 32112505
Cancer Imaging. 2021 Dec 4;21(1):65
pubmed: 34863282
Adv Radiat Oncol. 2018 May 08;3(3):331-338
pubmed: 30202802
Ann Intern Med. 2011 Oct 18;155(8):529-36
pubmed: 22007046
Eur Radiol. 2021 Sep;31(9):6846-6855
pubmed: 33638019
Eur Radiol. 2019 Nov;29(11):6182-6190
pubmed: 31016445
Med Sci (Basel). 2020 Mar 13;8(1):
pubmed: 32183076
Eur Radiol. 2022 Jan;32(1):671-679
pubmed: 34120230
Front Oncol. 2019 Nov 28;9:1296
pubmed: 31850202
Eur J Cancer. 2012 Mar;48(4):441-6
pubmed: 22257792
Eur J Radiol. 2020 Oct;131:109219
pubmed: 32905953
J Magn Reson Imaging. 2019 May;49(5):1489-1498
pubmed: 30252978
Eur Radiol. 2020 Sep;30(9):4816-4827
pubmed: 32318846
Cancers (Basel). 2019 Dec 04;11(12):
pubmed: 31817111
Front Oncol. 2021 Jul 15;11:704039
pubmed: 34336691
J Magn Reson Imaging. 2019 Dec;50(6):1893-1904
pubmed: 30980695
Life (Basel). 2022 Sep 28;12(10):
pubmed: 36294945
Comput Methods Programs Biomed. 2023 May;233:107466
pubmed: 36907040
Urol Oncol. 2023 Jun;41(6):294.e1-294.e8
pubmed: 36526525
Eur Urol. 2021 Jan;79(1):82-104
pubmed: 32360052
Radiology. 2018 Mar;286(3):800-809
pubmed: 29309734
Front Oncol. 2022 Aug 17;12:990176
pubmed: 36059618
Invest Radiol. 2023 Mar 1;58(3):199-208
pubmed: 36070524
Cancer. 2019 Dec 15;125(24):4388-4398
pubmed: 31469418
Front Oncol. 2022 May 11;12:878499
pubmed: 35646654
Bioengineering (Basel). 2023 Mar 02;10(3):
pubmed: 36978709
Indian J Urol. 2016 Jul-Sep;32(3):232-7
pubmed: 27555684
Cancers (Basel). 2022 Oct 05;14(19):
pubmed: 36230788
IEEE Trans Biomed Eng. 2014 Mar;61(3):630-7
pubmed: 24108747
Front Oncol. 2021 May 13;11:619893
pubmed: 34055600
Eur J Radiol. 2020 Aug;129:109095
pubmed: 32531722
Cancers (Basel). 2020 Jul 14;12(7):
pubmed: 32674345
Cent European J Urol. 2023;76(1):12-19
pubmed: 37064257
Eur Urol. 2018 Sep;74(3):294-306
pubmed: 29755006
Nat Rev Clin Oncol. 2017 Dec;14(12):749-762
pubmed: 28975929