Alternatives and similar repositories for mimic-iii-vm:

Users that are interested in mimic-iii-vm are comparing it to the libraries listed below

• EpistasisLab / MIMIC_trajectories
  ☆30Updated 7 years ago
• YaronBlinder / MIMIC-III_readmission
  Predicting 30-day ICU readmissions from the MIMIC-III database
  ☆86Updated 7 years ago
• illidanlab / urgent-care-comparative
  Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches
  ☆21Updated 6 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 7 years ago
• MIT-LCP / mimic-cookbook
  Cookbook of sql scripts for MIMIC-II
  ☆17Updated 9 years ago
• wboag / wian
  AMIA submission examining note-derived vector representations
  ☆10Updated 2 years ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 7 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• mit-caml / event-cui-transfer
  Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…
  ☆11Updated 7 years ago
• mark-hoffmann / icd
  Tools for working with icd codes and comorbidities
  ☆27Updated 4 years ago
• ComputationalMedicineLab / patient2vec
  Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
  ☆24Updated 7 years ago
• MIT-LCP / mimic-omop
  Mapping the MIMIC-III database to the OMOP schema
  ☆134Updated last year
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆32Updated 5 years ago
• deepak-kaji / mimic-lstm
  This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…
  ☆76Updated last year
• alistairewj / tree-prediction-tutorial
  Tutorial on prediction with medical data using tree based models
  ☆19Updated last year
• MIT-LCP / mimic-iii-paper
  Repository for the paper describing MIMIC-III
  ☆80Updated 8 years ago
• mghassem / medicationCategories
  Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…
  ☆29Updated 7 years ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 6 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 5 years ago
• OHDSI / Aphrodite
  [in development]
  ☆37Updated 3 years ago
• yinchangchang / patient_similarity
  ☆33Updated 6 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆108Updated last year
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• OHDSI / PheValuator
  An R package for evaluating phenotype algorithms.
  ☆17Updated 7 months ago
• clinicalml / deepDiagnosis
  A torch package for learning diagnosis models from temporal patient data.
  ☆115Updated 7 years ago
• MIT-LCP / mimic-workshop
  Introduction to MIMIC-III, the Critical Care Database
  ☆86Updated 7 years ago
• baowaly / SynthEHR
  ☆38Updated 5 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆195Updated 2 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago