cgm
Datasets
All datasets matching “cgm”CGM-JEPA-Pretraining
CGM-JEPA Pretraining Corpus
Continuous glucose monitor (CGM) time-series corpus used for self-supervised pretraining of CGM-JEPA, X-CGM-JEPA, GluFormer, and TS2Vec encoders in the paper CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining.
Code: https://github.com/cruiseresearchgroup/CGM-JEPA
Pretraining-only corpus. For the labeled downstream-evaluation cohorts (insulin resistance and β-cell dysfunction classification)… See the full description on the dataset page: https://huggingface.co/datasets/CRUISEResearchGroup/CGM-JEPA-Pretraining.CGM-JEPA-Downstream
CGM-JEPA Downstream Evaluation Splits
Paper | Code
Labeled cohort splits used to evaluate CGM encoders on two binary metabolic outcomes — insulin resistance and β-cell dysfunction — in the paper CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining.
Downstream-only. For the unlabeled pretraining corpus (Stanford + Colas), see CRUISEResearchGroup/CGM-JEPA-Pretraining. For pretrained encoder weights, see… See the full description on the dataset page: https://huggingface.co/datasets/CRUISEResearchGroup/CGM-JEPA-Downstream.CGM-MLP_natcomm2023_Cu-C-O
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cu-C-O. ColabFit, 2024. https://doi.org/10.60732/215303a5
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_xho213jy5pf9_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cu-C-O.CGM-MLP_natcomm2023_Cu-C-O_deposition
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cu-C-O deposition. ColabFit, 2024. https://doi.org/10.60732/ae9380c5
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_xzo1tvni8bay_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cu-C-O_deposition.CGM-MLP_natcomm2023_screening_carbon-cluster_Cu_test
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening carbon-cluster@Cu test. ColabFit, 2024. https://doi.org/10.60732/eb6e9ead
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_gkumjkncy8ft_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_carbon-cluster_Cu_test.huberman_lab_AMA_5_Intrusive_Thoughts_CGMs_Behavioral_Change_Naps__NSDR