Purpose: The aim of this study was to quantify the impact of CT delineation uncertainty of pancreatic neuroendocrine neoplasms (panNEN) on Radiomic features (RF). Methods: 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. Results: 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). Conclusions: 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.

Ct radiomic features of pancreatic neuroendocrine neoplasms (panNEN) are robust against delineation uncertainty / M. Mori, G. Benedetti, S. Partelli, C. Sini, V. Andreasi, S. Broggi, M. Barbera, G.M. Cattaneo, F. Muffatti, M. Panzeri, M. Falconi, C. Fiorino, F. De Cobelli. - In: PHYSICA MEDICA. - ISSN 1120-1797. - 57:(2019), pp. 41-46. [10.1016/j.ejmp.2018.12.005]

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

M. Mori
Primo
Formal Analysis
;
2019

Abstract

Purpose: The aim of this study was to quantify the impact of CT delineation uncertainty of pancreatic neuroendocrine neoplasms (panNEN) on Radiomic features (RF). Methods: 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. Results: 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). Conclusions: 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.
No
English
CT imaging; Inter-observer variability; Neuroendocrine tumors; Pancreatic tumors; Radiomics
Settore FIS/07 - Fisica Applicata(Beni Culturali, Ambientali, Biol.e Medicin)
Articolo
Esperti anonimi
Pubblicazione scientifica
Goal 3: Good health and well-being
2019
Elsevier
57
41
46
6
Pubblicato
Periodico con rilevanza internazionale
scopus
Aderisco
info:eu-repo/semantics/article
Ct radiomic features of pancreatic neuroendocrine neoplasms (panNEN) are robust against delineation uncertainty / M. Mori, G. Benedetti, S. Partelli, C. Sini, V. Andreasi, S. Broggi, M. Barbera, G.M. Cattaneo, F. Muffatti, M. Panzeri, M. Falconi, C. Fiorino, F. De Cobelli. - In: PHYSICA MEDICA. - ISSN 1120-1797. - 57:(2019), pp. 41-46. [10.1016/j.ejmp.2018.12.005]
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Prodotti della ricerca::01 - Articolo su periodico
13
262
Article (author)
Periodico con Impact Factor
M. Mori, G. Benedetti, S. Partelli, C. Sini, V. Andreasi, S. Broggi, M. Barbera, G.M. Cattaneo, F. Muffatti, M. Panzeri, M. Falconi, C. Fiorino, F. De Cobelli
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1033293
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