Alternatives and similar repositories for mortality-prediction

Users that are interested in mortality-prediction are comparing it to the libraries listed below

• 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
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 7 years ago
• 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
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• MIT-LCP / mimic-iii-paper
  Repository for the paper describing MIMIC-III
  ☆81Updated 9 years ago
• MIT-LCP / mimic-workshop
  Introduction to MIMIC-III, the Critical Care Database
  ☆86Updated 8 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
• landiisotta / convae_architecture
  ☆40Updated 3 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 6 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆129Updated 9 months 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
• 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
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• illidanlab / urgent-care-comparative
  Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches
  ☆21Updated 6 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆110Updated 2 years ago
• DanielSola / mimic-iii-project
  MIMIC III v1.4 analysis. Mortality prediction through Deep Learning.
  ☆25Updated 5 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 3 years ago
• yikuan8 / MIMIC-IV-Postgres
  Installing MIMIC-IV in a local Postgres database
  ☆41Updated 4 years ago
• mp2893 / mime
  MiME Repository
  ☆105Updated 5 years ago
• MIT-LCP / mimic-omop
  Mapping the MIMIC-III database to the OMOP schema
  ☆137Updated last year
• yinchangchang / patient_similarity
  ☆33Updated 6 years ago
• apakbin / ICU72hReadmissionMIMICIII
  Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
  ☆27Updated 4 years ago
• Optum / retain-keras
  Reimplementation of RETAIN Recurrent Neural Network in Keras
  ☆84Updated 2 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…
  ☆95Updated 3 weeks ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆70Updated 7 years ago
• Healthink / PIC
  PIC (Pediatric Intensive Care) database
  ☆43Updated 2 years ago
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆217Updated 7 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆19Updated 5 years ago