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Glioblastoma dataset CFB-GBM v2.0 enhanced with complete GTV segmentations

By PulseAugur Editorial · [2 sources] ·

Researchers have released CFB-GBM v2.0, an expanded dataset for glioblastoma research, now including complete Gross Tumour Volume (GTV) delineations for 264 patients. This dataset, available on The Cancer Imaging Archive, utilizes a nnU-Net model for segmentation and provides derived volumetric RANO 2.0 response labels. Additionally, it includes pre-computed brain masks and radiomic features to facilitate reproducible computational methods for treatment response prediction and disease progression modeling. AI

IMPACT Enhances AI-driven research in glioblastoma by providing a more complete and usable dataset for model development and validation.

RANK_REASON The cluster describes the release of a new version of a scientific dataset for medical image analysis, including details on its contents and availability.

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Glioblastoma dataset CFB-GBM v2.0 enhanced with complete GTV segmentations

COVERAGE [2]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    CFB-GBM v2.0: An Augmented Longitudinal Dataset for Multi-Modal Glioblastoma Segmentation, Radiomics, and RANO Progression Tracking

    Glioblastoma (GBM) is the most aggressive primary brain tumor in adults, with a median overall survival of 15 months. Longitudinal, multi-modal imaging datasets with comprehensive clinical and treatment data are essential to support the development of reproducible computational m…

  2. arXiv cs.CV TIER_1 English(EN) · Alexandre G. Leclercq, No\'emie N. Moreau, Hugo Audebert, Andros Nassar, Thomas Cochin, Thomas Leleu, Lo\"ic Le Henaff, Alexis Desmonts, Yoann Poirier, Aur\'elie Dubru, Laura Guillemette, Pascal Lecoeur, K\'evin Lemasson, Cyril Jaudet, S\'ebastien Bougle… ·

    CFB-GBM v2.0: An Augmented Longitudinal Dataset for Multi-Modal Glioblastoma Segmentation, Radiomics, and RANO Progression Tracking

    arXiv:2608.17884v1 Announce Type: new Abstract: Glioblastoma (GBM) is the most aggressive primary brain tumor in adults, with a median overall survival of 15 months. Longitudinal, multi-modal imaging datasets with comprehensive clinical and treatment data are essential to support…

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