Alternatives and similar repositories for GSoC-CBMI-eICU

Users that are interested in GSoC-CBMI-eICU are comparing it to the libraries listed below

• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆185Updated 7 months ago
• ratschlab / circEWS
  circEWS public code
  ☆70Updated 9 months ago
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆43Updated 6 months ago
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆35Updated 5 years ago
• cbmi-uthsc / sepsisPrediction
  ☆33Updated 3 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆284Updated 4 years ago
• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆355Updated 8 months ago
• MIT-LCP / sccm-datathon
  Resources for the Society of Critical Care Medicine (SCCM) Datathon
  ☆23Updated 11 months ago
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆128Updated 2 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
• nrodemund / sicdb
  ☆17Updated last year
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆145Updated last year
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• instigatorofawe / shockalert-documented
  Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU
  ☆16Updated 4 years ago
• nus-mornin-lab / oxygenation_kc
  Repo for Oxygenation project proposed by KC at Datathon
  ☆26Updated 5 years ago
• HIRID / HiRID_v1
  ☆22Updated 4 years ago
• tedinburgh / sepsis3-amsterdamumcdb
  Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub
  ☆11Updated last year
• alistairewj / mimic-iv-aline-study
  Replication of the arterial line study in MIMIC-IV
  ☆73Updated 3 years ago
• theonesp / vol_leak_index
  Study to test if Volume leak index (VLI) is a marker of severity of illness in sepsis.
  ☆12Updated 2 years ago
• cse6250 / SepsisPrediction
  This is the final project of the CSE6250. We mainly use the MIMIC-III data to predict the sepsis.
  ☆13Updated 6 years ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆83Updated 2 years ago
• ryanlu41 / delirium
  ☆13Updated 2 years ago
• xuzhenxing2019 / sepsis_subphenotype
  ☆11Updated 3 years ago
• kaggarwal / ClinicalNotesICU
  ☆25Updated 5 years ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆74Updated 2 weeks ago
• apakbin / ICU72hReadmissionMIMICIII
  Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
  ☆27Updated 4 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆112Updated 2 years ago