Alternatives and similar repositories for Awesome-CGM:

Users that are interested in Awesome-CGM are comparing it to the libraries listed below

• johnmartinsson / blood-glucose-prediction
  Blood glucose prediction using long short-term memory recurrent neural networks.
  ☆62Updated 3 months ago
• mrsergazinov / gluformer
  The official implementation of the paper "Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification."
  ☆35Updated 2 years ago
• brinnaebent / cgmquantify
  cgmquantify-python package for analyzing glucose and glucose variability
  ☆29Updated 4 months ago
• jxx123 / simglucose
  A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
  ☆262Updated 4 months ago
• yixiangD / AccurateBG
  Patient-specific blood glucose prediction using deep learning, considering the challenges of "small dataset" and "data imbalance"
  ☆47Updated 5 months ago
• irinagain / iglu
  R package for Interpreting GLUcose data from CGMs (Continuous Glucose Monitors)
  ☆27Updated 3 weeks ago
• DigitalBiomarkerDiscoveryPipeline / Digital_Health_Data_Repository
  The DHDR (Digital Health Data Repository) is a repository with sample data for use with the DBDP.
  ☆43Updated 3 weeks ago
• IrinaStatsLab / GlucoBench
  The official implementation of the paper "GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks."
  ☆16Updated 7 months ago
• dongsikchoi / Blood-Glucose-Prediction-LSTM
  Source code for predicting Blood Glucose Concentration
  ☆44Updated last year
• replicahealth / GluPredKit
  GluPredKit aims to make blood glucose model training and prediction more accessible.
  ☆18Updated this week
• igfox / multi-output-glucose-forecasting
  The code used for the paper Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories published in KDD 201…
  ☆51Updated 3 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆192Updated 2 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆171Updated 2 months ago
• NeuroDiab / UVAPadovaAPI
  ☆11Updated last year
• jambo6 / physionet_sepsis_challenge_2019
  Code for our submission to the Physionet 2019 "Early Detection of Sepsis from Clinical Data" challenge.
  ☆17Updated last year
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆278Updated 3 years ago
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆336Updated 3 months ago
• ratschlab / circEWS
  circEWS public code
  ☆67Updated 5 months ago
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆33Updated 5 years ago
• elyiorgos / sleeppy
  ☆63Updated last year
• PierreElias / IntroECG
  Resource library for getting started with deep learning work using electrocardiograms
  ☆58Updated last year
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆108Updated last year
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆78Updated 2 years ago
• meta00 / vital_sqi
  A package for physiological signal quality control
  ☆32Updated 4 months ago
• wfdb / mimic_wfdb_tutorials
  Tutorials on using the MIMIC Waveform Database
  ☆28Updated 8 months ago
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆113Updated last year
• microsoft / aurorabp-sample-data
  Sample data associated with the Aurora-BP study
  ☆30Updated last month
• 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…
  ☆76Updated 11 months ago
• tedinburgh / sepsis3-amsterdamumcdb
  Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub
  ☆10Updated 10 months ago
• scientisst / BioSPPy
  Biosignal Processing in Python
  ☆82Updated last month