An automated pheochromocytoma and paraganglioma lesion segmentation AI-model at whole-body ⁶⁸Ga- DOTATATE PET/CT.

ABSTRACT:

Background

Somatostatin receptor (SSR) targeting radiotracer ⁶⁸Ga-DOTATATE is used for Positron Emission Tomography (PET)/Computed Tomography (CT) imaging to assess patients with Pheochromocytoma and paraganglioma (PPGL), rare types of Neuroendocrine tumor (NET) which can metastasize thereby becoming difficult to quantify. The goal of this study is to develop an artificial intelligence (AI) model for automated lesion segmentation on whole-body 3D DOTATATE-PET/CT and to automate the tumor burden calculation. 132 ⁶⁸Ga-DOTATATE PET/CT scans from 38 patients with metastatic and inoperable PPGL, were split into 70, and 62 scans, from 20, and 18 patients for training, and test sets, respectively. The training set was further divided into patient-stratified 5 folds f

SUBMITTER: Haque F 

PROVIDER: S-EPMC11538206 | biostudies-literature | 2024 Nov

REPOSITORIES: biostudies-literature