Publications

Authors:

Giri, Mariagrazia; Cavedon, Carlo; Mazzarotto, Renzo; Ferdeghini, Marco

Title:

A Dirichlet process mixture model for automatic (18)F-FDG PET image segmentation: Validation study on phantoms and on lung and esophageal lesions

Year:

2016

Type of item:

Articolo in Rivista

Tipologia ANVUR:

Articolo su rivista

Language:

Inglese

Referee:

Sì

Name of journal:

Medical Physics

ISSN of journal:

0094-2405

N° Volume:

43

Number or Folder:

5

Page numbers:

2491-2507

Keyword:

Dirichlet process mixture (DPM) , (18)F-fluorodeoxyglucose positron emission tomography ((18)F-FDG PET)

Short description of contents:

The aim of this study was to implement a Dirichlet process mixture (DPM) model for automatic tumor edge identification on (18)F-fluorodeoxyglucose positron emission tomography ((18)F-FDG PET) images by optimizing the parameters on which the algorithm depends, to validate it experimentally, and to test its robustness.

Product ID:

91896

Handle IRIS:

11562/941157

Last Modified:

December 2, 2022

Bibliographic citation:

Giri, Mariagrazia; Cavedon, Carlo; Mazzarotto, Renzo; Ferdeghini, Marco, A Dirichlet process mixture model for automatic (18)F-FDG PET image segmentation: Validation study on phantoms and on lung and esophageal lesions «Medical Physics» , vol. 43 , n. 5 , 2016 , pp. 2491-2507

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