datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
UCSF-PDGM
UCSF-PDGM — BraTS-format structural subset (T1/T1c/T2/FLAIR + tumor segmentation)
⚠️ This repository is the BraTS-format structural subset of UCSF-PDGM — NOT the full multi-sequence release.
Per patient it provides the 4 structural MRI modalities (T1, T1c, T2, FLAIR) co-registered to the
240 × 240 × 155 BraTS grid (1 mm isotropic, skull-stripped) plus the expert-corrected tumor segmentation.
The full UCSF-PDGM release additionally contains DWI, ADC, ASL, SWI, HARDI/DTI and… See the full description on the dataset page: https://huggingface.co/datasets/MedOtter/UCSF-PDGM.UCSF_PDGM
UCSF_PDGM — 2D Slice-Based Multi-Sequence Brain MRI Dataset with Tumor Segmentation
This dataset is derived from the UCSF Preoperative Diffuse Glioma MRI (UCSF-PDGM) collection, a large-scale, preoperative brain MRI dataset of patients with histopathologically confirmed diffuse gliomas, hosted on The Cancer Imaging Archive (TCIA). The original collection provides skull-stripped, co-registered, multi-sequence 3D MRI volumes along with expert-corrected multicompartment tumor… See the full description on the dataset page: https://huggingface.co/datasets/chehablab/UCSF_PDGM.PDG2024pdg-particle-properties
PDG Particle Properties
Credit: NASA/JPL-Caltech/STScI/CXC/SAO
Part of a dataset collection on Hugging Face.
Dataset description
Properties of every known particle from the Particle Data Group (PDG) -- THE definitive reference for particle physics, used by every particle physicist worldwide.
The PDG, based at Lawrence Berkeley National Laboratory, has published its Review of Particle Physics since 1957 -- the single most cited publication in high-energy… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/pdg-particle-properties.fix-cmg-cross-split-type-cluster-pdgCS482fix-cmg-time-split-type-cluster-pdgucsf-pdgm-download-notebook
UCSF-PDGM Download Notebook
Kaggle notebook to download FLAIR + tumor_segmentation NIfTI files from the UCSF-PDGM dataset on TCIA.
Download the notebook
Direct link: download_ucsf_pdgm_kaggle.ipynb
What it does
Installs Ruby + IBM Aspera CLI (ascli) + Aspera SDK inside a Kaggle notebook
Downloads UCSF-PDGM v5 metadata CSV and selects 100 patients (50 IDH-mutant + 50 IDH-wildtype)
Selectively downloads only FLAIR + tumor_segmentation NIfTI files (~4 GB total… See the full description on the dataset page: https://huggingface.co/datasets/popsily/ucsf-pdgm-download-notebook.hate-speech-eng-pdgn-frn-cameroonPDg5Ps61jjPiKQp-43