Open Access

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

Leon Jarabek

Leon Jarabek

Department of Radiology, General Hospital Novo MestoNovo Mesto, Slovenia
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Jarabek, Leon
, 
Jan Jamsek

Jan Jamsek

Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
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Jamsek, Jan
, 
Anka Cuderman

Anka Cuderman

Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
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Cuderman, Anka
, 
Sebastijan Rep

Sebastijan Rep

  • Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
  • Faculty of Health Sciences, University of LjubljanaLjubljana, Slovenia
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Rep, Sebastijan
, 
Marko Hocevar

Marko Hocevar

  • Department of Surgical Oncology, Institute of OncologyLjubljana, Slovenia
  • Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
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Hocevar, Marko
, 
Tomaz Kocjan

Tomaz Kocjan

  • Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
  • Department for Endocrinology, Diabetes and Metabolic Diseases, University Medical CentreLjubljana, Slovenia
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Kocjan, Tomaz
, 
Mojca Jensterle

Mojca Jensterle

  • Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
  • Department for Endocrinology, Diabetes and Metabolic Diseases, University Medical CentreLjubljana, Slovenia
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Jensterle, Mojca
, 
Ziga Spiclin

Ziga Spiclin

Faculty of Electrical Engineering, University of LjubljanaLjubljana, Slovenia
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Spiclin, Ziga
, 
Ziga Macek Lezaic

Ziga Macek Lezaic

Rožna dolinaLjubljana, Slovenia
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Macek Lezaic, Ziga
, 
Filip Cvetko

Filip Cvetko

Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
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Cvetko, Filip
 and 
Luka Lezaic

Luka Lezaic

  • Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
  • Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
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Lezaic, Luka
  
Dec 13, 2022
Detection and localization of hyperfunctioning parathyroid glands on [18F]fluorocholine PET/ CT using deep learning – model performance and comparison to human experts's Cover Image
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Article Category: Research Article
Published Online: Dec 13, 2022
Page range: 440 - 452
Received: Apr 21, 2022
Accepted: Aug 22, 2022
DOI: https://doi.org/10.2478/raon-2022-0037
Keywords
© 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 Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Jarabek, Leon
Department of Radiology, General Hospital Novo MestoNovo Mesto, Slovenia
Jamsek, Jan
Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
Cuderman, Anka
Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
Rep, Sebastijan
Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
Faculty of Health Sciences, University of LjubljanaLjubljana, Slovenia
Hocevar, Marko
Department of Surgical Oncology, Institute of OncologyLjubljana, Slovenia
Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
Kocjan, Tomaz
Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
Department for Endocrinology, Diabetes and Metabolic Diseases, University Medical CentreLjubljana, Slovenia
Jensterle, Mojca
Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
Department for Endocrinology, Diabetes and Metabolic Diseases, University Medical CentreLjubljana, Slovenia
Spiclin, Ziga
Faculty of Electrical Engineering, University of LjubljanaLjubljana, Slovenia
Macek Lezaic, Ziga
Rožna dolinaLjubljana, Slovenia
Cvetko, Filip
Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
Lezaic, Luka
Department for Nuclear Medicine, University Medical CentreLjubljana, Slovenia
Faculty of Medicine, University of LjubljanaLjubljana, Slovenia
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Medicine, Clinical Medicine, Internal Medicine, Haematology, Oncology, Radiology
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