Alternatives and similar repositories for deepSepsis:

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

• jambo6 / physionet_sepsis_challenge_2019
  Code for our submission to the Physionet 2019 "Early Detection of Sepsis from Clinical Data" challenge.
  ☆17Updated last year
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆33Updated 5 years ago
• cbmi-uthsc / sepsisPrediction
  ☆32Updated 3 years ago
• kskaran94 / Sepsis_Identification
  Early Prediction of Sepsis from Clinical Data: the PhysioNet/Computing in Cardiology Challenge 2019
  ☆17Updated 5 years ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 6 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆18Updated 5 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆69Updated 3 years ago
• Ronet05 / GSoC-CBMI-eICU
  Sepsis Prediction using eICU database
  ☆16Updated 5 years ago
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆18Updated 4 years ago
• choltz95 / MTGP-NN
  Early sepsis detection w/ multitask gaussian process neural network
  ☆15Updated 5 years ago
• MLforHealth / MIMIC_Generalisation
  Code to study the generalisability of benchmark models on non-stationary EHRs.
  ☆14Updated 5 years ago
• mostafaalishahi / eICU_Benchmark
  ☆37Updated 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 5 years ago
• SpiroGanas / MIMIC3py
  A Python library to load and analyze the MIMIC III Critical Care Database
  ☆28Updated 2 years ago
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆76Updated last year
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• ahmedmalaa / AutoPrognosis
  Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
  ☆56Updated 4 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 9 months ago
• johntiger1 / multimodal_fairness
  Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"
  ☆13Updated last year
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆52Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆66Updated 3 months ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆191Updated 2 years ago
• arnepeine / ventai
  VentAI source code
  ☆27Updated last year
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆100Updated last year
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆91Updated 8 months ago
• acampillos / sepsis-prediction
  Early prediction of sepsis with gradient boosting (XGBoost) and deep learning (LSTM and GRU) using MIMIC-III data.
  ☆15Updated 2 years ago
• nerajbobra / sepsis-prediction
  Sepsis Prediction using Clinical Data (PhysioNet Computing in Cardiology Challenge 2019)
  ☆28Updated 3 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆167Updated last month
• mlhcmit / psets
  Consolidate all problem sets into one repo
  ☆16Updated 2 years ago