Radiogenomics of Pediatric Medulloblastoma: A Multicenter Study
Abstract/Contents
- Abstract
The data includes Image Biomarker Standardization Initiative-based PyRadiomics features from the Quantitative Image Feature Pipeline (qifp.stanford.edu) for T2- and contrast enhanced T1-MRI of pre-operative patients undergoing resection for newly diagnosed pediatric medulloblastoma. Additional clinical features include age of diagnosis, gender, and molecular subgroup (WNT, SHH, Group 3 and Group 4.
The inclusion criteria were: consecutive patients with pathologically-confirmed MB that spanned July 1997 to May 2020, aged ≤ 19 years, with pre-operative MRI that included both axial contrast-enhanced T1-weighted (T1-MRI) and T2-weighted (T2-MRI) sequences, and molecular subgroup analysis. We excluded patients if the MRI was non-diagnostic or lacked MB molecular subgroup diagnosis.
Description
| Type of resource | software, multimedia |
|---|---|
| Date created | [ca. July 1997 - May 2020] |
Creators/Contributors
| Author | Zhang, Michael |
|---|---|
| Author | Wong, Samuel |
| Collector | Wright, Jason |
| Collector | Wagner, Matthias |
| Collector | Toescu, Sebastian |
| Collector | Han, Michelle |
| Collector | Tam, Lydia |
| Collector | Shpanskaya, Katie |
| Collector | Lummus, Seth |
| Collector | Lai, Hollie |
| Collector | Eghbal, Azam |
| Collector | Radmanesh, Alireza |
| Collector | Nemelka, Jordan |
| Collector | Harward, Stephen |
| Collector | Malinzak, Michael |
| Collector | Laughlin, Suzanne |
| Collector | Perreault, Sebastien |
| Collector | Braun, Kristina |
| Collector | Lober, Robert |
| Collector | Cho, Yoon Jae |
| Collector | Ertl-Wagner, Birgit |
| Collector | Ho, Chang |
| Collector | Mankad, Kshitij |
| Collector | Vogel, Hannes |
| Collector | Cheshier, Samuel |
| Collector | Jacques, Thomas |
| Collector | Aquilina, Kristian |
| Collector | Fisher, Paul |
| Collector | Taylor, Michael |
| Collector | Poussaint, Tina |
| Collector | Vitanza, Nicholas |
| Collector | Grant, Gerald |
| Collector | Pfister, Stefan |
| Collector | Thompson, Eric |
| Collector | Jaju, Alok |
| Contributing author | Zhou, Quan |
| Contributing author | Ahmadian, Saman |
| Principal investigator | Ramaswamy, Vijau |
| Principal investigator | Yeom, Kristen |
Subjects
| Subject | medulloblastoma |
|---|---|
| Subject | subgroup |
| Subject | subtype |
| Subject | SHH |
| Subject | WNT |
| Subject | brain tumor |
| Subject | MRI |
| Subject | neurosurgery |
| Subject | neuroradiology |
| Genre | Dataset |
Bibliographic information
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
- License
- This work is licensed under a Creative Commons Attribution Non Commercial 3.0 Unported license (CC BY-NC).
Preferred citation
- Preferred Citation
- Zhang, Michael and Wong, Samuel and Wright, Jason and Wagner, Matthias and Toescu, Sebastian and Han, Michelle and Tam, Lydia and Zhou, Quan and Ahmadian, Saman and Shpanskaya, Katie and Lummus, Seth and Lai, Hollie and Eghbal, Azam and Radmanesh, Alireza and Nemelka, Jordan and Harward, Stephen and Malinzak, Michael and Laughlin, Suzanne and Perreault, Sebastien and Braun, Kristina and Lober, Robert and Cho, Yoon Jae and Ertl-Wagner, Birgit and Ho, Chang and Mankad, Kshitij and Vogel, Hannes and Cheshier, Samuel and Jacques, Thomas and Aquilina, Kristian and Fisher, Paul and Taylor, Michael and Poussaint, Tina and Vitanza, Nicholas and Grant, Gerald and Pfister, Stefan and Thompson, Eric and Jaju, Alok and Ramaswamy, Vijau and Yeom, Kristen. (2021). Radiogenomics of Pediatric Medulloblastoma: A Multicenter Study. Stanford Digital Repository. Available at: https://purl.stanford.edu/pq109xz1689
Collection
Stanford Research Data
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- Contact
- zhangm@stanford.edu
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