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

Open Access
|Dec 2022

Authors

Leon Jarabek

Department of Radiology, General Hospital Novo Mesto, Novo Mesto, Slovenia

Jan Jamsek

Department for Nuclear Medicine, University Medical Centre, Ljubljana, Slovenia

Anka Cuderman

Department for Nuclear Medicine, University Medical Centre, Ljubljana, Slovenia

Sebastijan Rep

Department for Nuclear Medicine, University Medical Centre, Ljubljana, Slovenia
Faculty of Health Sciences, University of Ljubljana, Ljubljana, Slovenia

Marko Hocevar

Department of Surgical Oncology, Institute of Oncology, Ljubljana, Slovenia
Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia

Tomaz Kocjan

Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
Department for Endocrinology, Diabetes and Metabolic Diseases, University Medical Centre, Ljubljana, Slovenia

Mojca Jensterle

Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
Department for Endocrinology, Diabetes and Metabolic Diseases, University Medical Centre, Ljubljana, Slovenia

Ziga Spiclin

Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia

Ziga Macek Lezaic

Rožna dolina, Ljubljana, Slovenia

Filip Cvetko

Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia

Luka Lezaic

luka.lezaic@kclj.si

Department for Nuclear Medicine, University Medical Centre, Ljubljana, Slovenia
Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
DOI: https://doi.org/10.2478/raon-2022-0037 | Journal eISSN: 1581-3207 | Journal ISSN: 1318-2099
Language: English
Page range: 440 - 452
Submitted on: Apr 21, 2022
Accepted on: Aug 22, 2022
Published on: Dec 13, 2022
Published by: Association of Radiology and Oncology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2022 Leon Jarabek, Jan Jamsek, Anka Cuderman, Sebastijan Rep, Marko Hocevar, Tomaz Kocjan, Mojca Jensterle, Ziga Spiclin, Ziga Macek Lezaic, Filip Cvetko, Luka Lezaic, published by Association of Radiology and Oncology
This work is licensed under the Creative Commons Attribution 4.0 License.