Alternatives and similar repositories for Patient2Vec:

Users that are interested in Patient2Vec are comparing it to the libraries listed below

• ComputationalMedicineLab / patient2vec
  Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
  ☆24Updated 6 years ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 6 years ago
• 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
• mp2893 / mime
  MiME Repository
  ☆105Updated 5 years ago
• EpistasisLab / MIMIC_trajectories
  ☆30Updated 7 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 5 years ago
• lsy3 / clinical-notes-diagnosis-dl-nlp
  ☆68Updated 3 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• clinicalml / deepDiagnosis
  A torch package for learning diagnosis models from temporal patient data.
  ☆113Updated 7 years ago
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆21Updated 5 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• MIT-LCP / mimic-omop
  Mapping the MIMIC-III database to the OMOP schema
  ☆129Updated 10 months ago
• Optum / retain-keras
  Reimplementation of RETAIN Recurrent Neural Network in Keras
  ☆83Updated last year
• mp2893 / med2vec
  Repository for Med2Vec project
  ☆220Updated 6 years ago
• yinchangchang / patient_similarity
  ☆33Updated 5 years ago
• lindvalllab / clinicalXLNet
  Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
  ☆46Updated 3 years ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆91Updated 7 months ago
• CogStack / CogStack-SemEHR
  Surfacing Semantic Data from Clinical Notes in Electronic Health Records for Tailored Care, Trial Recruitment and Clinical Research
  ☆89Updated 2 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆106Updated last year
• Jeffreylin0925 / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
  ☆31Updated 6 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
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 6 years ago
• MIT-LCP / mimic-iii-paper
  Repository for the paper describing MIMIC-III
  ☆76Updated 8 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…
  ☆77Updated 8 months ago
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆213Updated 7 years ago
• landiisotta / convae_architecture
  ☆38Updated 2 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆132Updated 11 months ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆18Updated 5 years ago
• YaronBlinder / MIMIC-III_readmission
  Predicting 30-day ICU readmissions from the MIMIC-III database
  ☆84Updated 6 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆108Updated last year