Ct radiomic features of pancreatic neuroendocrine neoplasms (panNEN) are robust against delineation uncertainty.


Journal

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
ISSN: 1724-191X
Titre abrégé: Phys Med
Pays: Italy
ID NLM: 9302888

Informations de publication

Date de publication:
Jan 2019
Historique:
received: 13 09 2018
revised: 23 11 2018
accepted: 08 12 2018
entrez: 11 2 2019
pubmed: 11 2 2019
medline: 15 3 2019
Statut: ppublish

Résumé

The aim of this study was to quantify the impact of CT delineation uncertainty of pancreatic neuroendocrine neoplasms (panNEN) on Radiomic features (RF). Thirty-one previously operated patients were considered. Three expert radiologists contoured panNEN lesions on pre-surgical high-resolution contrast-enhanced CT images and contours were transferred onto pre-contrast CT. Volume agreement was quantified by the DICE index. After images resampling and re-binning, 69 RF were extracted and the impact of inter-observer variability was assessed by Intra-Class Correlation (ICC): ICC > 0.80 was considered as a threshold for "very high" inter-observer agreement. The median volume was 1.3 cc (range: 0.2-110 cc); a satisfactory inter-observer volume agreement was found (mean DICE = 0.78). Only 4 RF showed ICC < 0.80 (0.48-0.73), including asphericity and three RFs (of five) of the neighborhood intensity difference matrix (NID). The impact of inter-observer variability in delineating panNEN on RF was minimum, with the exception of the NID family and asphericity, showing a moderate agreement. These results support the feasibility of studies aiming to assess CT radiomic biomarkers for panNEN.

Identifiants

pubmed: 30738530
pii: S1120-1797(18)31341-3
doi: 10.1016/j.ejmp.2018.12.005
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

41-46

Informations de copyright

Copyright © 2018 Associazione Italiana di Fisica Medica. Published by Elsevier Ltd. All rights reserved.

Auteurs

Martina Mori (M)

Medical Physics, San Raffaele Scientific Institute, Milano, Italy.

Giulia Benedetti (G)

Radiology, San Raffaele Scientific Institute, Milano, Italy.

Stefano Partelli (S)

Pancreatic Surgery Unit, Pancreas Translational & Clinical Research Center, San Raffaele Scientific Institute, Milano, Italy; Vita-Salute University, Milano, Italy.

Carla Sini (C)

Medical Physics, San Raffaele Scientific Institute, Milano, Italy.

Valentina Andreasi (V)

Pancreatic Surgery Unit, Pancreas Translational & Clinical Research Center, San Raffaele Scientific Institute, Milano, Italy.

Sara Broggi (S)

Medical Physics, San Raffaele Scientific Institute, Milano, Italy.

Maurizio Barbera (M)

Radiology, San Raffaele Scientific Institute, Milano, Italy.

Giovanni M Cattaneo (GM)

Medical Physics, San Raffaele Scientific Institute, Milano, Italy.

Francesca Muffatti (F)

Radiology, San Raffaele Scientific Institute, Milano, Italy; Vita-Salute University, Milano, Italy.

Marta Panzeri (M)

Radiology, San Raffaele Scientific Institute, Milano, Italy.

Massimo Falconi (M)

Pancreatic Surgery Unit, Pancreas Translational & Clinical Research Center, San Raffaele Scientific Institute, Milano, Italy; Vita-Salute University, Milano, Italy.

Claudio Fiorino (C)

Medical Physics, San Raffaele Scientific Institute, Milano, Italy. Electronic address: fiorino.claudio@hsr.it.

Francesco De Cobelli (F)

Radiology, San Raffaele Scientific Institute, Milano, Italy; Vita-Salute University, Milano, Italy.

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