Alternatives and similar repositories for ehr-predictions:

Users that are interested in ehr-predictions are comparing it to the libraries listed below

• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 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…
  ☆92Updated 9 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆134Updated last year
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆109Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆67Updated 4 months ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆52Updated last year
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆77Updated last year
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆69Updated 3 years ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆127Updated 5 months 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 10 months ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆169Updated last month
• mostafaalishahi / eICU_Benchmark
  ☆37Updated 2 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆107Updated last year
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆63Updated 2 weeks ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆128Updated 2 years ago
• lanyexiaosa / brltm
  python code for BRLTM model
  ☆13Updated 4 years ago
• landiisotta / convae_architecture
  ☆38Updated 3 years ago
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆34Updated this week
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆104Updated last year
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆76Updated 2 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 6 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 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
• asjad99 / MIMIC_RL_COACH
  Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care
  ☆31Updated 4 months ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆32Updated 2 years ago
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆18Updated 4 years ago