Summary
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Pre/post T1 images, FLAIR, Processed parameter maps such as rCBV, CBF, ADC |
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This collection includes datasets from 20 subjects with primary newly diagnosed glioblastoma who were treated with surgery and standard concomitant chemo-radiation therapy (CRT) followed by adjuvant chemotherapy. Two MRI exams are included for each patient: within 90 days following CRT completion and at progression (determined clinically, and based on a combination of clinical performance and/or imaging findings, and punctuated by a change in treatment or intervention). |
All image sets are in DICOM format and contain T1w (pre and post-contrast agent), FLAIR, T2w, ADC, normalized cerebral blood flow, normalized relative cerebral blood volume, standardized relative cerebral blood volume, and binary tumor masks (generated using T1w images). The perfusion images were generated from dynamic susceptibility contrast (GRE-EPI DSC) imaging following a preload of contrast agent. All of the series are co-registered with the T1+C images. The intent of this dataset is for assessing deep learning algorithm performance to predict tumor progression.
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| title | Data Access |
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| Data Access Choosing the Download option will provide you with a file to launch the TCIA Download Manager to download the entire collection. If you want to browse or filter the data to select only specific scans/studies please use the Search optionClick the Download button to save a ".tcia" manifest file to your computer, which you must open with the NBIA Data Retriever . Click the Search button to open our Data Portal, where you can browse the data collection and/or download a subset of its contents.
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| Images (DICOM, 3.2GB) | |
Click the Versions tab for more info about data releases. |
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| title | Detailed Description |
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| Detailed Description
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Modalities | MR | Number of PatientsParticipants | 20 | Number of Studies | 40 | Number of Series | 383 | Number of Images | 8798 | | Image Size (GB) | 3.2 | | Info |
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| title | Citations & Data Usage Policy |
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| Citations & Data Usage Policy This is a limited access data set. To request access, please contact help@cancerimagingarchive.net. Once access is granted, you can view and download these images on The Cancer Imaging Archive (TCIA) by logging in and selecting the | Public collection license |
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| Schmainda KM, Prah M (2018). Data from Brain-Tumor-Progression |
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Please be sure to include the following citations in your work if you use this data set:
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| title | Publication Citation |
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| Clark, K., Vendt, B., Smith, K., Freymann, J., Kirby, J., Koppel, P., Moore, S., Phillips, S., Maffitt, D., Pringle, M., Tarbox, L., & Prior, F. (2013). The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository, . Journal of Digital Imaging, Volume 26, Number (6, December, 2013, pp 1045-1057. (paper)), 1045–1057. https://doi.org/10.1007/s10278-013-9622-7 |
Other Publications Using This DataTCIA maintains a list of publications which leverage our data, including this Collection. If you have a publication you'd like to add please contact the TCIA Helpdesk.
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| Version 1 (Current): Updated 2018/01/31.
| Data Type | Download all or Query/Filter |
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| Images (DICOM, 3.2GB) | | |
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