CT and MRI of pancreatic tumors: an update in the era of radiomics
Marion Bartoli
1
,
Maxime Barat
1, 2
,
Anthony Dohan
1, 2
,
Sebastien Gaujoux
2, 3
,
Romain Coriat
2, 4
,
Christine Hoeffel
5
,
Christophe Cassinotto
6
,
Guillaume Chassagnon
1, 2
,
Philippe Soyer
1, 2
2
Université de paris, Paris, France
|
5
Department of Radiology, Robert Debré Hospital, Reims, France
|
Publication type: Journal Article
Publication date: 2020-10-21
scimago Q2
wos Q1
SJR: 0.757
CiteScore: 5.5
Impact factor: 4.1
ISSN: 18671071, 1867108X
PubMed ID:
33085029
Radiology, Nuclear Medicine and imaging
Abstract
Radiomics is a relatively new approach for image analysis. As a part of radiomics, texture analysis, which consists in extracting a great amount of quantitative data from original images, can be used to identify specific features that can help determining the actual nature of a pancreatic lesion and providing other information such as resectability, tumor grade, tumor response to neoadjuvant therapy or survival after surgery. In this review, the basic of radiomics, recent developments and the results of texture analysis using computed tomography and magnetic resonance imaging in the field of pancreatic tumors are presented. Future applications of radiomics, such as artificial intelligence, are discussed.
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48
Total citations:
48
Citations from 2024:
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(25%)
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GOST
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Bartoli M. et al. CT and MRI of pancreatic tumors: an update in the era of radiomics // Japanese Journal of Radiology. 2020. Vol. 38. No. 12. pp. 1111-1124.
GOST all authors (up to 50)
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Bartoli M., Barat M., Dohan A., Gaujoux S., Coriat R., Hoeffel C., Cassinotto C., Chassagnon G., Soyer P. CT and MRI of pancreatic tumors: an update in the era of radiomics // Japanese Journal of Radiology. 2020. Vol. 38. No. 12. pp. 1111-1124.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1007/s11604-020-01057-6
UR - https://doi.org/10.1007/s11604-020-01057-6
TI - CT and MRI of pancreatic tumors: an update in the era of radiomics
T2 - Japanese Journal of Radiology
AU - Bartoli, Marion
AU - Barat, Maxime
AU - Dohan, Anthony
AU - Gaujoux, Sebastien
AU - Coriat, Romain
AU - Hoeffel, Christine
AU - Cassinotto, Christophe
AU - Chassagnon, Guillaume
AU - Soyer, Philippe
PY - 2020
DA - 2020/10/21
PB - Springer Nature
SP - 1111-1124
IS - 12
VL - 38
PMID - 33085029
SN - 1867-1071
SN - 1867-108X
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2020_Bartoli,
author = {Marion Bartoli and Maxime Barat and Anthony Dohan and Sebastien Gaujoux and Romain Coriat and Christine Hoeffel and Christophe Cassinotto and Guillaume Chassagnon and Philippe Soyer},
title = {CT and MRI of pancreatic tumors: an update in the era of radiomics},
journal = {Japanese Journal of Radiology},
year = {2020},
volume = {38},
publisher = {Springer Nature},
month = {oct},
url = {https://doi.org/10.1007/s11604-020-01057-6},
number = {12},
pages = {1111--1124},
doi = {10.1007/s11604-020-01057-6}
}
Cite this
MLA
Copy
Bartoli, Marion, et al. “CT and MRI of pancreatic tumors: an update in the era of radiomics.” Japanese Journal of Radiology, vol. 38, no. 12, Oct. 2020, pp. 1111-1124. https://doi.org/10.1007/s11604-020-01057-6.