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@clinicalml

Sontag Lab

Machine learning algorithms and applications to health care.

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  1. structuredinferencestructuredinferencePublic

    Structured Inference Networks for Nonlinear State Space Models

    Jupyter Notebook 276 65

  2. embeddingsembeddingsPublic

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

    Python 250 80

  3. cfrnetcfrnetPublic

    Counterfactual Regression

    Python 319 84

  4. HealthKnowledgeGraphHealthKnowledgeGraphPublic

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

    104 31

  5. omop-learnomop-learnPublic

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

    Python 111 27

  6. prancerprancerPublic

    Platform enabling Rapid Annotation for Clinical Entity Recognition

    JavaScript 49 13

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