Radiomics in cervical and endometrial cancer.

Cervix Uteri / diagnostic imaging Diagnostic Imaging / methods Endometrial Neoplasms / diagnostic imaging Endometrium / diagnostic imaging Female Humans Image Interpretation, Computer-Assisted / methods Uterine Cervical Neoplasms / diagnostic imaging

Journal

The British journal of radiology
ISSN: 1748-880X
Titre abrégé: Br J Radiol
Pays: England
ID NLM: 0373125

Informations de publication

Date de publication:
01 Sep 2021
Historique:
pubmed: 9 7 2021
medline: 28 8 2021
entrez: 8 7 2021
Statut: ppublish

Résumé

Radiomics is an emerging field of research that aims to find associations between quantitative information extracted from imaging examinations and clinical data to support the best clinical decision. In the last few years, some papers have been evaluating the role of radiomics in gynecological malignancies, mainly focusing on ovarian cancer. Nonetheless, cervical cancer is the most frequent gynecological malignancy in developing countries and endometrial cancer is the most common in western countries. The purpose of this narrative review is to give an overview of the latest published papers evaluating the role of radiomics in cervical and endometrial cancer, mostly evaluating association with tumor prognostic factors, with response to therapy and with prediction of recurrence and distant metastasis.

Identifiants

DOI: 10.1259/bjr.20201314 PMID: 34233456 PMC: PMC9327743
pubmed: 34233456
doi: 10.1259/bjr.20201314
pmc: PMC9327743
doi:

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

20201314

Références

Gynecol Oncol. 2020 Jan;156(1):107-114
pubmed: 31685232
Radiology. 2018 Aug;288(2):407-415
pubmed: 29688159
Front Oncol. 2020 Feb 04;10:77
pubmed: 32117732
Sci Rep. 2020 Oct 20;10(1):17769
pubmed: 33082371
J Clin Oncol. 2020 Sep 10;38(26):2981-2992
pubmed: 32167863
J Clin Oncol. 2013 Jul 10;31(20):2607-18
pubmed: 23733771
Br J Radiol. 2019 Dec;92(1104):20190105
pubmed: 31538516
Gynecol Oncol. 1983 Feb;15(1):10-7
pubmed: 6822361
J Magn Reson Imaging. 2019 May;49(5):1420-1426
pubmed: 30362652
Radiology. 2017 Sep;284(3):748-757
pubmed: 28493790
Abdom Radiol (NY). 2019 Jul;44(7):2557-2571
pubmed: 30903231
Sci Rep. 2018 Jul 30;8(1):11399
pubmed: 30061666
Radiology. 2016 Feb;278(2):563-77
pubmed: 26579733
Acta Radiol. 2020 May;61(5):675-684
pubmed: 31533436
Acad Radiol. 2021 May;28(5):737-744
pubmed: 32229081
Phys Med Biol. 2015 Jul 07;60(13):5123-39
pubmed: 26083460
Eur Radiol. 2018 Nov;28(11):4849-4859
pubmed: 29737390
Lancet. 2020 Feb 22;395(10224):575-590
pubmed: 32007141
IEEE Trans Image Process. 1998;7(7):1079-84
pubmed: 18276325
Clin Radiol. 2017 Nov;72(11):951-958
pubmed: 28728757
Eur J Nucl Med Mol Imaging. 2017 Sep;44(10):1721-1731
pubmed: 28409221
EJNMMI Res. 2018 Aug 22;8(1):86
pubmed: 30136163
Eur J Nucl Med Mol Imaging. 2019 Apr;46(4):864-877
pubmed: 30535746
CA Cancer J Clin. 2018 Jan;68(1):7-30
pubmed: 29313949
Eur Radiol. 2021 Oct;31(10):7802-7816
pubmed: 33852049
Eur J Nucl Med Mol Imaging. 2013 May;40(5):716-27
pubmed: 23340594
EBioMedicine. 2019 Aug;46:160-169
pubmed: 31395503
Magn Reson Imaging. 2012 Nov;30(9):1234-48
pubmed: 22898692
Ann Nucl Med. 2017 Nov;31(9):678-685
pubmed: 28815452
Front Bioeng Biotechnol. 2020 Jun 11;8:590
pubmed: 32596230
Expert Rev Anticancer Ther. 2016;16(1):83-98
pubmed: 26568261
Front Oncol. 2020 May 05;10:563
pubmed: 32432035
Lancet. 2019 Jan 12;393(10167):169-182
pubmed: 30638582
Radiol Med. 2019 Oct;124(10):955-964
pubmed: 31254220
IEEE/ACM Trans Comput Biol Bioinform. 2021 May-Jun;18(3):995-1002
pubmed: 31905143
Mol Imaging. 2019 Jan-Dec;18:1536012119856965
pubmed: 31198089
J Magn Reson Imaging. 2019 Jan;49(1):304-310
pubmed: 30102438
Int J Gynecol Cancer. 2006 Jan-Feb;16(1):294-7
pubmed: 16445648
Oncotarget. 2017 Sep 28;8(54):92442-92453
pubmed: 29190929
Cancer Imaging. 2018 Dec 4;18(1):45
pubmed: 30514387
J Magn Reson Imaging. 2018 Dec;48(6):1637-1647
pubmed: 30102441
Eur J Radiol. 2019 May;114:128-135
pubmed: 31005162
Eur Radiol. 2020 Aug;30(8):4306-4316
pubmed: 32253542
Ann Oncol. 2017 Jul 1;28(suppl_4):iv72-iv83
pubmed: 28881916
Eur Radiol. 2020 Jul;30(7):4117-4124
pubmed: 32078013
Eur Radiol. 2020 Jun;30(6):3585-3593
pubmed: 32065284
Ann Oncol. 2016 Jan;27(1):16-41
pubmed: 26634381
Br J Radiol. 2020 Apr;93(1108):20190558
pubmed: 31957473
J Magn Reson Imaging. 2020 Sep;52(3):885-896
pubmed: 32096586
J Clin Oncol. 2019 Jun 10;37(17):1470-1478
pubmed: 30943124
AJR Am J Roentgenol. 2017 Mar;208(3):W85-W91
pubmed: 28095036
Jpn J Radiol. 2020 Mar;38(3):265-273
pubmed: 31907716
Radiother Oncol. 2019 Sep;138:141-148
pubmed: 31252296
Eur Radiol. 2020 Mar;30(3):1297-1305
pubmed: 31712961
Diagn Interv Imaging. 2019 Oct;100(10):647-655
pubmed: 30555018
Acta Radiol Open. 2017 Oct 17;6(10):2058460117729574
pubmed: 29085671
Cancers (Basel). 2020 May 31;12(6):
pubmed: 32486453
Lancet Glob Health. 2020 Feb;8(2):e191-e203
pubmed: 31812369
Eur Radiol. 2018 Feb;28(2):760-769
pubmed: 28835993
Eur Radiol Exp. 2018 Nov 14;2(1):36
pubmed: 30426318
Front Oncol. 2019 Oct 09;9:1007
pubmed: 31649877
J Thorac Dis. 2017 Oct;9(Suppl 12):S1291-S1298
pubmed: 29119017
Int J Gynecol Cancer. 2020 Mar;30(3):378-382
pubmed: 32079712
Ann Oncol. 2013 Oct;24 Suppl 6:vi33-8
pubmed: 24078661
Eur J Nucl Med Mol Imaging. 2018 May;45(5):768-786
pubmed: 29222685
Oncotarget. 2017 Jun 27;8(26):43169-43179
pubmed: 28574816
J Magn Reson Imaging. 2019 Jan;49(1):280-290
pubmed: 29761595
Br J Radiol. 2020 Apr;93(1108):20190948
pubmed: 32101448
Eur Radiol. 2021 Jan;31(1):411-422
pubmed: 32749583
CA Cancer J Clin. 2018 Nov;68(6):394-424
pubmed: 30207593
Int J Gynaecol Obstet. 2019 Apr;145(1):129-135
pubmed: 30656645
Eur Radiol. 2017 Sep;27(9):3991-4001
pubmed: 28289945
Nature. 2013 May 2;497(7447):67-73
pubmed: 23636398
Recent Results Cancer Res. 2020;216:773-794
pubmed: 32594406
Am Soc Clin Oncol Educ Book. 2015;:e299-309
pubmed: 25993189
J Magn Reson Imaging. 2020 Dec;52(6):1872-1882
pubmed: 32681608
Theranostics. 2020 Jan 16;10(5):2284-2292
pubmed: 32089742
Abdom Radiol (NY). 2019 Jun;44(6):2040-2047
pubmed: 30474722
J Magn Reson Imaging. 2019 Apr;49(4):1141-1148
pubmed: 30230114
J Clin Oncol. 2015 Jul 1;33(19):2136-42
pubmed: 25732170

Auteurs

Lucia Manganaro (L)

Department of Radiological, Oncological and Pathological Sciences; University of Rome Sapienza (IT), Rome, Italy.

Gabriele Maria Nicolino (GM)

Post-graduate School in Radiodiagnostics, Università degli Studi di Milano, Via Festa del Perdono 7, Milan, Italy.

Miriam Dolciami (M)

Department of Radiological, Oncological and Pathological Sciences; University of Rome Sapienza (IT), Rome, Italy.

Federica Martorana (F)

Oncology Institute of Southern Switzerland, San Giovanni Hospital, 6500 Bellinzona, (CH), Switzerland.

Anastasios Stathis (A)

Oncology Institute of Southern Switzerland, San Giovanni Hospital, 6500 Bellinzona, (CH), Switzerland.
Facoltà di Scienze biomediche, Università della Svizzera italiana (USI), Via Buffi 13, 6900, Lugano (CH), Switzerland.

Ilaria Colombo (I)

Oncology Institute of Southern Switzerland, San Giovanni Hospital, 6500 Bellinzona, (CH), Switzerland.

Stefania Rizzo (S)

Facoltà di Scienze biomediche, Università della Svizzera italiana (USI), Via Buffi 13, 6900, Lugano (CH), Switzerland.
Istituto di Imaging della Svizzera Italiana (IIMSI), Ente Ospedaliero Cantonale, Via Tesserete 46, Lugano (CH), Switzerland.
ORCID: 0000-0002-5151-0866

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Classifications MeSH

Recherchemedicale.com › Appareil urogénital › Système génital › Système génital de la femme › Utérus › Col de l'utérus › Radiomics in cervical and endometrial cancer.
Recherchemedicale.com › Diagnostic › Techniques et procédures diagnostiques › Imagerie diagnostique › Radiomics in cervical and endometrial cancer.
Recherchemedicale.com › Maladies urogénitales › Tumeurs de l'appareil urogénital › Tumeurs de l'appareil génital féminin › Tumeurs de l'utérus › Tumeurs de l'endomètre › Radiomics in cervical and endometrial cancer.
Recherchemedicale.com › Appareil urogénital › Système génital › Système génital de la femme › Utérus › Endomètre › Radiomics in cervical and endometrial cancer.
Recherchemedicale.com › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Radiomics in cervical and endometrial cancer.
Recherchemedicale.com › Sciences de l'information › Informatique › Informatique médicale › Applications de l'informatique médicale › Prise de décision assistée par ordinateur › Diagnostic assisté par ordinateur › Interprétation d'images assistée par ordinateur › Radiomics in cervical and endometrial cancer.
Recherchemedicale.com › Maladies urogénitales › Tumeurs de l'appareil urogénital › Tumeurs de l'appareil génital féminin › Tumeurs de l'utérus › Tumeurs du col de l'utérus › Radiomics in cervical and endometrial cancer.