Detection and localization of hyperfunctioning parathyroid glands on [18F]fluorocholine PET/ CT using deep learning – model performance and comparison to human experts

Detection and localization of hyperfunctioning parathyroid glands on [18F]fluorocholine PET/ CT using deep learning – model performance and comparison to human experts

In the setting of primary hyperparathyroidism (PHPT), [18F]fluorocholine PET/CT (FCH-PET) has excellent diagnostic performance, with experienced practitioners achieving 97.7% accuracy in localising hyperfunctioning parathyroid tissue (HPTT). Due to the relative triviality of the task for human reade...

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Bibliographic Details
Main Authors: Jarabek Leon, Jamsek Jan, Cuderman Anka, Rep Sebastijan, Hocevar Marko, Kocjan Tomaz, Jensterle Mojca, Spiclin Ziga, Macek Lezaic Ziga, Cvetko Filip, Lezaic Luka
Format: Article
Language:English
Published: Sciendo 2022-12-01
Series:Radiology and Oncology
Subjects:
primary hyperparathyroidism
deep learning
nuclear medicine
fluorocholine
pet/ct
Online Access:https://doi.org/10.2478/raon-2022-0037

Internet

https://doi.org/10.2478/raon-2022-0037

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