relation: http://publicatio.bibl.u-szeged.hu/34850/
title: ProstateZones – Segmentations of the prostatic zones and urethra for the PROSTATEx dataset
creator:  Holmlund William
creator:  Simkó Attila
creator:  Söderkvist Karin
creator:  Palásti Péter
creator:  Tótin Szilvia
creator:  Kalmár Kamilla
creator:  Domoki Zsófia
creator:  Fejes Zsuzsanna
creator:  Kincses Zsigmond Tamás
creator:  Brynolfsson Patrik
creator:  Nyholm Tufve
subject: 03.02. Klinikai orvostan
description: Manual segmentations are considered the gold standard for ground truth in machine learning applications. Such tasks are tedious and time-consuming, albeit necessary to train reliable models. In this work, we present a dataset with expert segmentations of the prostatic zones and urethra for 200 randomly selected patients from the PROSTATEx dataset. Notably, independent duplicate segmentations were performed for 40 patients, providing inter-reader variability data. This results in a total of 240 segmentations. This dataset can be used to train machine learning models or serve as an external test set for evaluating models trained on private data, thereby addressing a current gap in the field. The delineated structures and terminology adhere to the latest Prostate Imaging Reporting and Data Systems v2.1 guidelines, ensuring consistency.
date: 2024
type: Folyóiratcikk
type: PeerReviewed
format: text
identifier: http://publicatio.bibl.u-szeged.hu/34850/1/35442749s41597-024-03945-2.pdf
identifier:     Holmlund William;  Simkó Attila;  Söderkvist Karin;  Palásti Péter;  Tótin Szilvia;  Kalmár Kamilla;  Domoki Zsófia;  Fejes Zsuzsanna;  Kincses Zsigmond Tamás;  Brynolfsson Patrik;  Nyholm Tufve: ProstateZones – Segmentations of the prostatic zones and urethra for the PROSTATEx dataset.   SCIENTIFIC DATA, 11 (1).   ISSN 2052-4463 (2024)     
identifier: doi:10.1038/s41597-024-03945-2
relation: https://doi.org/10.1038/s41597-024-03945-2
relation: 35442749
language: eng
relation: info:eu-repo/semantics/altIdentifier/doi/10.1038/s41597-024-03945-2
rights: info:eu-repo/semantics/openAccess