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
☆9Updated 7 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
- Source code of ME2Vec.☆14Updated last year
- Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.☆18Updated 4 years ago
- InspectOmop is a lightweight python 3 package that assists in the extraction of electronic health record(EHR) data from relational databa…☆14Updated 3 weeks ago
- Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)☆16Updated 3 years ago
- ☆33Updated 5 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆18Updated 5 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 6 years ago
- Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model☆34Updated 7 years ago
- Website for ML4H Symposium☆22Updated 7 months ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago
- ☆28Updated 3 years ago
- Newer version of the KDEEBM code☆10Updated last week
- using AI model to infer patient phenotypes from identified named entities (instances of biomedical concepts)☆10Updated 2 years ago
- An R package for evaluating phenotype algorithms.☆17Updated 3 months ago
- An R package for performing various cohort diagnostics.☆42Updated last week
- The PEDSnet Data Quality Assessment Toolkit (OMOP CDM)☆24Updated 3 years ago
- About MIDA Project☆14Updated 4 years ago
- Hephaestus - ETL and ML tools for OHDSI - OMOP CDM☆13Updated last year
- Biomedical concept relatedness benchmark sampled from electronic health records☆11Updated 2 years ago
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie…☆17Updated 2 years ago
- Extract annotated misspellings from MIMIC-III.☆12Updated 4 years ago
- ☆12Updated last year
- UMLS Graph database for semantic queries☆20Updated 2 years ago
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 4 years ago
- Dual Adversarial Autoencoder for Generating Set-valued Sequences☆18Updated 4 years ago
- Data stories☆10Updated 6 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Updated 4 years ago
- Tofu is a Python tool for generating synthetic UK Biobank data.☆55Updated last year
- Clinical trial designs and methods in Python☆21Updated 8 years ago