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Summary

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locationhttps://www.cancerimagingarchive.net/collection/gammaknife-hippocampal/

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Overview:

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This collection is comprised of 390 patients who presented with vestibular schwannoma (VS, n=73), trigeminal neuralgia (TGN, n=119) or metastatic disease (M, n=198, 4-26 metastases) and were subsequently treated with Gamma Knife (Elekta AB, Stockholm, Sweden) stereotactic radiosurgery. For each patient, the treatment indication is designated with a suffix on their patient ID (VS, TGN or M).

All patients are provided with at least one high-resolution (1 mm slice thickness) T1 FLASH trans-axial MR imaging study and their corresponding high-resolution axial planning CT. When available, treatment planning data (struct, dose, plan), alternative MR sequences (FLAIR, T2 CISS, etc.) and follow-up MR imaging studies were collected. Each MR image used during treatment planning was registered to the CT frame of reference and is provided with the DICOM registration file and the aligned secondary image. Additionally, for each patient in the cohort, hippocampal contours generated by multiple institutional observers are provided in a separate structure set. In total, this dataset contains: CT (n=390), MR (n=3868), REG (n=872), DOSE (n=928), PLAN (n=928), planning STRUCT (n=931), and hippocampal research STRUCT (n=390).

Planning Data

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Gamma Knife planning studies are designated by “Gamma Knife Planning Data” in the study description DICOM header tag. For each patient, MIM (MIM Software, Beachwood, OH) was used to generate a rigid registration between CT and each MR sequence and the registration accuracy was validated using the stereotactic frame fiducial markers. From each registration, a DICOM RTREG file and aligned secondary are provided with each aligned secondaries series indicated by “[original series description] Co-registered to CT” in the series description DICOM header tag. During export from GammaPlan (Elekta AB, Stockholm, Sweden), the treatment planning files was are provided in duplicate for each imaging modality frame of reference (CT and each MR sequence). Treatment planning structure names were renamed to remove misspellings, synonyms, and identifiable information. Structures with the format Plan1[tgt#]#Gy denote each target volume (a, b, ...) and the dose to the specified target in Gray. For patients with multiple lesions, ROI structure names are given as the brain region followed by the relative anatomical directions (e.g. Lobe_Frontal_R, Lobe_Parietal_L). Any empty contours were preserved but are designated with '(Empty)' in the name.

Follow-up Data

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When available, patient follow-up images were collected between the provided treatment date and either the next Gamma Knife treatment or up-to approximately two years following treatment. In total, 197 patients are provided with follow-up imaging studies, with a median of 2 (range 1-13) follow-up studies provided per patient. Each follow-up imaging study is designated as “Follow-up Image Set #” in the Study Description. Each follow-up study exists in a unique frame of reference and was not co-registered to the original treatment planning CT volume.

Hippocampal Contours

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Three independent observers generated hippocampal contours from the CT aligned-secondary of the T1-weighted MR image, with the resultant contours saved to the CT frame of reference. In total, 744 unique left, right contour pairs were generated (observer 1, n=390; observer 2, n=247; observer 3, n=107). In addition to hippocampal contours, the region grow tool was used to generate a head contour (ROI name ‘head’) to mask out the stereotactic frame and remove most of the reconstruction artifacts on the inferior extent of the image volume.

Additional Information

All MR images designated as ‘Co-registered to CT’ in the Series Description were interpolated to the CT frame of reference, potentially altering the field of view or voxel resolution. For all co-registered MR images, the original primary images and registration files are provided for use as needed.

...

We would like to acknowledge the individuals and institutions that have provided data for this collection:

Beaumont Research Institute, Royal Oak, MI – Evan Porter (PhD), Thomas Guerrero (MD, PhD), Patricia Fuentes (MD), Brian Squires (MD), Tanya Gonzalez (MD), and Ina Sala (PhD, MBA)

Beaumont Gamma Knife Center, Royal Oak, MI – Inga Grills (MD) and Peter Chen (MD)


Localtab Group


Localtab
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titleData Access

Data Access

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Images and Radiation Therapy Structures/Doses/Plans (DICOM, 291 GB)


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Localtab
titleDetailed Description

Detailed Description

Image Statistics


Modalities

CT,MR,REG,RTDOSE,RTPLAN,RTSTRUCT

Number of Patients

390

Number of Studies

1509

Number of Series

8307

Number of Images

565921
Images Size (GB)291
We have rigidly registered all MR images to the CT images

The submission data consists of 390 patient cases sourced from Beaumont's Gamma Knife center. All images have a cranial field of view. Of the cases, 191 patients were treated for trigeminal neuralgia and 199 patients were treated for brain metastases (4 to 26 per patient).

All patients include at least one CT and one T1-weighted MR imaging study and a hippocampus contour set (RTSTRUCT). For patients where available (n=298), the dataset includes the Gamma Knife treatment planning contours, dose and treatment plans, any additional MR sequences used during treatment planning and any follow-up imaging studies for up to two years following treatment delivery.



Localtab
titleCitations & Data Usage Policy

Citations & Data Usage Policy

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Info
titleData Citation

Porter, E., Fuentes, P., Sala, I., Siddiqui, Z., Levitin, R., ThompsonMyziuk, AN., LevitinSquires, RB., SolisGonzalez, DT., MyziukChen, NP., & Guerrero, T., & Grills, I. (2022). GammaKnife Gamma Knife MR/CT/RTSTRUCT Sets With Hippocampal Contours (GammaKnife-Hippocampal)   (Version 1) [Data set]. The Cancer Imaging Archive.https://doi.org/10.7937/q967-x166 (draft version, not findable).Q967-X166


Info
titlePublication Citation

Porter, E., Fuentes, P., Siddiqui, Z., Thompson, A., Levitin, R., Solis, D., Myziuk, N., & Guerrero, T. (2020). Hippocampus segmentation on noncontrast CT using deep learning. Medical Physics, 47(7), 2950–2961. https://doi.org/10.1002/mp.14098


Beaumont Gamma Knife Center, Royal Oak, MI – Inga Grills (MD).
Info
titleAcknowledgements
Info
titleTCIA Citation

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. In Journal of Digital Imaging (Vol. 26, Issue 6, pp. 1045–1057). Springer Science and Business Media LLC. https://doi.org/10.1007/s10278-013-9622-7

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titleVersions

Version 1 (Current): Updated 2022/07/

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22

Data TypeDownload all or Query/FilterLicense
Images and Radiation Therapy Structures/Doses/Plans (DICOM, 291 GB)


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