harmonization
alcohol50_bacteria50_harmonization_gpt2largealcohol0_bacteria100_harmonization_gpt2largecancer_harmonization_gpt2largealcohol25_bacteria75_harmonization_gpt2largealcohol75_bacteria25_harmonization_gpt2largealcohol100_bacteria0_harmonization_gpt2largeschema-harmonization-mergedschema-harmonization-fingpt
Harmonizationalcohol_bacteria_metadata_harmonization
Alcohol and Bacteria Metadata Harmonization Dataset
Summary
This dataset contains domain-specific term mixtures for training and evaluating metadata harmonization systems under domain shift. Each configuration includes a defined ratio of alcohol-related and bacteria-related terms to support experiments on generalization and domain adaptation. Each entry includes a term representation, its corresponding harmonized standard, and metadata such as variation type and source… See the full description on the dataset page: https://huggingface.co/datasets/netrias/alcohol_bacteria_metadata_harmonization.MRI-Harmonization-BraTS-UPenn
MRI-Harmonization-BraTS-UPenn
preprocessed multi-site brain MRI dataset used to train and evaluate SA-CycleGAN-2.5D, a self-attention GAN for unpaired cross-scanner MRI harmonization.
paper: SA-CycleGAN-2.5D: Self-Attention CycleGAN with Tri-Planar Context for Multi-Site MRI Harmonizationmodel: ishrith-gowda/SA-CycleGAN-2.5D
dataset overview
property
value
subjects
654 glioma patients
total 2D slices (triplets)
~52,000
modalities
T1, T1ce, T2, FLAIR (4… See the full description on the dataset page: https://huggingface.co/datasets/ishrith-gowda/MRI-Harmonization-BraTS-UPenn.Harmonization_MB_Reconcancer_metadata_harmonization
Cancer Metadata Harmonization Dataset
Summary
This dataset contains cancer-related terms for training and evaluating metadata harmonization systems in the biomedical domain. Each entry includes a term representation, its corresponding harmonized standard, and metadata such as semantic type, variation type, and source terminology. Term representations include standard forms as well as lexical variations (e.g., synonyms, abbreviations) and are harmonized to biomedical… See the full description on the dataset page: https://huggingface.co/datasets/netrias/cancer_metadata_harmonization.