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The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM)
Glioblastoma, a highly aggressive primary brain tumor, is associated with poor patient outcomes. Although magnetic resonance imaging (MRI) plays a critical role in diagnosing, characterizing, and forecasting glioblastoma progression, public MRI repositories present significant drawbacks, including i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551826/ https://www.ncbi.nlm.nih.gov/pubmed/37808543 http://dx.doi.org/10.1016/j.dib.2023.109617 |
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author | Cepeda, Santiago García-García, Sergio Arrese, Ignacio Herrero, Francisco Escudero, Trinidad Zamora, Tomás Sarabia, Rosario |
author_facet | Cepeda, Santiago García-García, Sergio Arrese, Ignacio Herrero, Francisco Escudero, Trinidad Zamora, Tomás Sarabia, Rosario |
author_sort | Cepeda, Santiago |
collection | PubMed |
description | Glioblastoma, a highly aggressive primary brain tumor, is associated with poor patient outcomes. Although magnetic resonance imaging (MRI) plays a critical role in diagnosing, characterizing, and forecasting glioblastoma progression, public MRI repositories present significant drawbacks, including insufficient postoperative and follow-up studies as well as expert tumor segmentations. To address these issues, we present the “Río Hortega University Hospital Glioblastoma Dataset (RHUH-GBM),” a collection of multiparametric MRI images, volumetric assessments, molecular data, and survival details for glioblastoma patients who underwent total or near-total enhancing tumor resection. The dataset features expert-corrected segmentations of tumor subregions, offering valuable ground truth data for developing algorithms for postoperative and follow-up MRI scans. |
format | Online Article Text |
id | pubmed-10551826 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105518262023-10-06 The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) Cepeda, Santiago García-García, Sergio Arrese, Ignacio Herrero, Francisco Escudero, Trinidad Zamora, Tomás Sarabia, Rosario Data Brief Data Article Glioblastoma, a highly aggressive primary brain tumor, is associated with poor patient outcomes. Although magnetic resonance imaging (MRI) plays a critical role in diagnosing, characterizing, and forecasting glioblastoma progression, public MRI repositories present significant drawbacks, including insufficient postoperative and follow-up studies as well as expert tumor segmentations. To address these issues, we present the “Río Hortega University Hospital Glioblastoma Dataset (RHUH-GBM),” a collection of multiparametric MRI images, volumetric assessments, molecular data, and survival details for glioblastoma patients who underwent total or near-total enhancing tumor resection. The dataset features expert-corrected segmentations of tumor subregions, offering valuable ground truth data for developing algorithms for postoperative and follow-up MRI scans. Elsevier 2023-09-23 /pmc/articles/PMC10551826/ /pubmed/37808543 http://dx.doi.org/10.1016/j.dib.2023.109617 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Cepeda, Santiago García-García, Sergio Arrese, Ignacio Herrero, Francisco Escudero, Trinidad Zamora, Tomás Sarabia, Rosario The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) |
title | The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) |
title_full | The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) |
title_fullStr | The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) |
title_full_unstemmed | The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) |
title_short | The Río Hortega University Hospital Glioblastoma dataset: A comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) |
title_sort | río hortega university hospital glioblastoma dataset: a comprehensive collection of preoperative, early postoperative and recurrence mri scans (rhuh-gbm) |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551826/ https://www.ncbi.nlm.nih.gov/pubmed/37808543 http://dx.doi.org/10.1016/j.dib.2023.109617 |
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