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@clinicalml

Sontag Lab

Machine learning algorithms and applications to health care.

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  1. structuredinference structuredinference Public

    Structured Inference Networks for Nonlinear State Space Models

    Jupyter Notebook 260 66

  2. embeddings embeddings Public

    Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

    Python 241 77

  3. cfrnet cfrnet Public

    Counterfactual Regression

    Python 277 81

  4. HealthKnowledgeGraph HealthKnowledgeGraph Public

    Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data

    85 29

  5. omop-learn omop-learn Public

    Python package for machine learning for healthcare using a OMOP common data model

    Python 97 24

  6. prancer prancer Public

    Platform enabling Rapid Annotation for Clinical Entity Recognition

    JavaScript 47 12

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