dsontag

MITCambridge, MA

Pinned Repositories

cfrnet
Counterfactual Regression
Language:Python269 21 1182
deepDiagnosis
A torch package for learning diagnosis models from temporal patient data.
Language:Lua111 19 037
embeddings
Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
Language:Python235 25 477
HealthKnowledgeGraph
Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data
83 17 029
omop-learn
Python package for machine learning for healthcare using a OMOP common data model
Language:Python94 17 424
structuredinference
Structured Inference Networks for Nonlinear State Space Models
Language:Jupyter Notebook258 29 566
clip
Language:Python00
ETAB
A Benchmark Suite for Visual Representation Learning in Echocardiography
Language:Jupyter Notebook00
kbc-pomr
Code for the paper "Knowledge Base Completion for Constructing Problem-Oriented Medical Records" at MLHC 2020
Language:Python0 0 00
patient-viz
Visualization of electronic medical records or other sequence event data.
Language:Python90 19 5030

dsontag's Repositories

dsontag/clip
Language:Python00
dsontag/ETAB
A Benchmark Suite for Visual Representation Learning in Echocardiography
Language:Jupyter Notebook00
dsontag/kbc-pomr
Code for the paper "Knowledge Base Completion for Constructing Problem-Oriented Medical Records" at MLHC 2020
Language:Python0 0 00