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Harvard Medical School
- @MattBMcDermott
- https://scholar.google.com/citations?user=_V96PXoAAAAJ&hl=en
Highlights
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Medical-Event-Data-Standard/meds
Medical-Event-Data-Standard/meds PublicSchema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data
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Medical-Event-Data-Standard/MEDS-DEV
Medical-Event-Data-Standard/MEDS-DEV PublicThe MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
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MEDS_transforms
MEDS_transforms PublicA simple set of MEDS polars-based ETL and transformation functions
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MEDS_Tabular_AutoML
MEDS_Tabular_AutoML PublicLimited automatic tabular ML pipelines for generic MEDS datasets.
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EventStreamGPT
EventStreamGPT PublicDataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.
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nested_ragged_tensors
nested_ragged_tensors PublicUtilities for efficiently working with, saving, and loading, collections of connected nested ragged tensors in PyTorch
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