elleros / DSHealth2019_loinc_embeddings
Code and Word2Vec embeddings of LOINC codes for KDD 2019 DSHealth paper "Evaluation of Embeddings of Laboratory Test Codes for Patients at a Cancer Center": https://arxiv.org/abs/1907.09600
☆10Updated 10 months ago
Alternatives and similar repositories for DSHealth2019_loinc_embeddings:
Users that are interested in DSHealth2019_loinc_embeddings are comparing it to the libraries listed below
- Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)☆16Updated 3 years ago
- Hephaestus - ETL and ML tools for OHDSI - OMOP CDM☆13Updated 2 years ago
- Extract annotated misspellings from MIMIC-III.☆12Updated 4 years ago
- Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model☆34Updated 7 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 5 years ago
- Clinical trial designs and methods in Python☆22Updated 8 years ago
- Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.☆18Updated 4 years ago
- ☆29Updated 3 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 7 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- ☆11Updated 3 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'☆31Updated 6 years ago
- Tools to create a clinical knowledge graph from biomedical literature. Includes wrappers for NCBI Eutils, cTakes annotator and Neo4J☆16Updated 9 months ago
- Drishti | An Open mHealth sense-plan-act framework based on FHIR!☆11Updated 2 years ago
- The PEDSnet Data Quality Assessment Toolkit (OMOP CDM)☆24Updated 4 years ago
- Website for ML4H Symposium☆22Updated 10 months ago
- Serve FHIR standard in json, yml, etc.☆13Updated 6 years ago
- Sample code that demonstrates the use of the NCBO REST services☆44Updated last year
- Cookbook of sql scripts for MIMIC-II☆17Updated 9 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July☆25Updated 6 years ago
- Source code of ME2Vec.☆14Updated last year
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 4 years ago
- ☆33Updated 6 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago
- Dual Adversarial Autoencoder for Generating Set-valued Sequences☆18Updated 4 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Updated 4 years ago
- Python implementation of Association Rule Mining☆12Updated 11 months ago
- ☆22Updated 2 years ago
- Experiments on structure learning of Bayesian Networks with emphasis on finding causal relationship☆9Updated 6 years ago
- Perform inference on algorithm-agnostic variable importance in Python☆20Updated 2 years ago