Multi-echo gradient echo (MEGRE)

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Dataset information

Country of origin
Updated
2020.04.30 00:00
Created
2020.04.30
Available languages
English
Keywords
MRI only, MRI radiation therapy, Gold fiducial marker, Radiotherapy, Prostate, AIDA Data Hub, Radiology, Cancer
Quality scoring

Dataset description

Multi-echo gradient echo (MEGRE) MRI data with 8 different echo times (2.38-23.6 ms) from 326 + 40 prostate cancer patients with gold fiducial markers inserted into the prostate (train/validation + test dataset). A scientific paper that utilizes this dataset for deep learning has been [published](https://doi.org/10.1088/1361-6560/abb0f9). Underlying description of the technique and its first use has been described in a [previous publication](https://www.ncbi.nlm.nih.gov/pubmed/28803447). The data contains an image volume for each patient, for each echo time. The center of mass from the three inserted prostate gold fiducial markers was manually defined. The ground truth label for this dataset consist of spherical objects with a radius of 1-12 mm, inserted in the center of mass defined locations. Method in the paper uses 9 mm radius.
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32
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2019
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