Alternatives and similar repositories for ICU_Survival_ML_Model_Comparison

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

• rjgiedt / Cardiovascular_Death_Prediction
  Files related to an insight data science project focused on predicting death in atherosclerosis patients from the MIMICIII database.
  ☆11Updated 7 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 6 years ago
• clinicalml / deepDiagnosis
  A torch package for learning diagnosis models from temporal patient data.
  ☆116Updated 7 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
• EpistasisLab / MIMIC_trajectories
  ☆30Updated 7 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• natoromano / deep-patient
  Deep patient implementation
  ☆46Updated 8 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago
• zliendo / AI_MedicalNotes
  Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models
  ☆30Updated 6 years ago
• YaronBlinder / MIMIC-III_readmission
  Predicting 30-day ICU readmissions from the MIMIC-III database
  ☆86Updated 7 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 7 years ago
• MIT-LCP / bidmc-datathon
  Materials for the BIDMC datathon (Sat 29 Feb 2020)
  ☆13Updated last year
• andrewwlong / mimic_bow
  Predict hospital readmission with discharge summaries
  ☆67Updated 7 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 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…
  ☆77Updated last year
• MIT-LCP / sccm-datathon
  Resources for the Society of Critical Care Medicine (SCCM) Datathon
  ☆23Updated 9 months ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 7 years ago
• XiangruiCAI / mce
  Source code for Medical Concept Embedding with Time-Aware Embedding
  ☆22Updated 5 years ago
• Optum / retain-keras
  Reimplementation of RETAIN Recurrent Neural Network in Keras
  ☆83Updated 2 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• Jeffreylin0925 / MIMIC-III_ICU_Readmission_Analysis
  This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
  ☆31Updated 7 years ago
• lsy3 / clinical-notes-diagnosis-dl-nlp
  ☆70Updated 3 years ago
• apakbin / ICU72hReadmissionMIMICIII
  Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
  ☆27Updated 4 years ago
• landiisotta / convae_architecture
  ☆40Updated 3 years ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 7 years ago
• ahmedmalaa / AutoPrognosis
  Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
  ☆56Updated 4 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• danicaxiao / CONTENT
  Readmission Prediction via Deep Contextual Embedding of Clinical Concepts
  ☆18Updated 7 years ago
• google / ehr-predictions
  ☆103Updated 3 years ago
• MIT-LCP / mimic-omop
  Mapping the MIMIC-III database to the OMOP schema
  ☆136Updated last year