The LUMIERE dataset: Longitudinal Glioblastoma MRI with expert RANO evaluation.

Suter, Yannick; Knecht, Urspeter; Valenzuela, Waldo; Notter, Michelle; Hewer, Ekkehard; Schucht, Philippe; Wiest, Roland; Reyes, Mauricio (2022). The LUMIERE dataset: Longitudinal Glioblastoma MRI with expert RANO evaluation. Scientific data, 9(1), p. 768. Nature Publishing Group 10.1038/s41597-022-01881-7

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Publicly available Glioblastoma (GBM) datasets predominantly include pre-operative Magnetic Resonance Imaging (MRI) or contain few follow-up images for each patient. Access to fully longitudinal datasets is critical to advance the refinement of treatment response assessment. We release a single-center longitudinal GBM MRI dataset with expert ratings of selected follow-up studies according to the response assessment in neuro-oncology criteria (RANO). The expert rating includes details about the rationale of the ratings. For a subset of patients, we provide pathology information regarding methylation of the O6-methylguanine-DNA methyltransferase (MGMT) promoter status and isocitrate dehydrogenase 1 (IDH1), as well as the overall survival time. The data includes T1-weighted pre- and post-contrast, T2-weighted, and fluid-attenuated inversion recovery (FLAIR) MRI. Segmentations from state-of-the-art automated segmentation tools, as well as radiomic features, complement the data. Possible applications of this dataset are radiomics research, the development and validation of automated segmentation methods, and studies on response assessment. This collection includes MRI data of 91 GBM patients with a total of 638 study dates and 2487 images.

Item Type:

Journal Article (Original Article)


04 Faculty of Medicine > Department of Haematology, Oncology, Infectious Diseases, Laboratory Medicine and Hospital Pharmacy (DOLS) > Clinic of Radiation Oncology
04 Faculty of Medicine > Department of Radiology, Neuroradiology and Nuclear Medicine (DRNN) > Institute of Diagnostic and Interventional Neuroradiology
04 Faculty of Medicine > Department of Head Organs and Neurology (DKNS) > Clinic of Neurosurgery
10 Strategic Research Centers > ARTORG Center for Biomedical Engineering Research

UniBE Contributor:

Suter, Yannick Raphael, Valenzuela, Waldo Enrique, Schucht, Philippe, Wiest, Roland Gerhard Rudi, Reyes, Mauricio


500 Science > 570 Life sciences; biology
600 Technology > 610 Medicine & health




Nature Publishing Group




Pubmed Import

Date Deposited:

16 Dec 2022 10:27

Last Modified:

27 Jun 2023 09:05

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