Alternatives and similar repositories for GlucoBench

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

• IrinaStatsLab / Awesome-CGM
  List of CGM datasets
  ☆188Updated 5 months ago
• johnmartinsson / blood-glucose-prediction
  Blood glucose prediction using long short-term memory recurrent neural networks.
  ☆65Updated 5 months ago
• r-cui / GluPred
  "Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network" in CBMS 2021
  ☆14Updated 3 years ago
• yixiangD / AccurateBG
  Patient-specific blood glucose prediction using deep learning, considering the challenges of "small dataset" and "data imbalance"
  ☆51Updated 7 months ago
• JakubDylag / CGM_Prediction_LSTM
  Machine Learning based Prediction of Glucose Levels on Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring Data.
  ☆10Updated 2 years ago
• dongsikchoi / Blood-Glucose-Prediction-LSTM
  Source code for predicting Blood Glucose Concentration
  ☆46Updated 2 years ago
• mrsergazinov / gluformer
  The official implementation of the paper "Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification."
  ☆37Updated 2 years ago
• sindhura97 / STraTS
  ☆78Updated 10 months ago
• iacobo / continual
  Continual Learning of Electronic Health Records
  ☆14Updated 2 months ago
• yanboxu / RAIM
  Recurrent Attentive and Intensive Modeling of Multimodal Patient Monitoring Data
  ☆17Updated 5 years ago
• YurunLu / CGMformer
  ☆9Updated 3 months ago
• mostafaalishahi / eICU_Benchmark
  ☆38Updated 3 years ago
• danikiyasseh / CLOPS
  [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS
  ☆20Updated 2 years ago
• choltz95 / MTGP-NN
  Early sepsis detection w/ multitask gaussian process neural network
  ☆15Updated 5 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• ratschlab / circEWS
  circEWS public code
  ☆69Updated 7 months ago
• google / ehr-predictions
  ☆102Updated 3 years ago
• chl8856 / AC_TPC
  AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression
  ☆46Updated 4 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 …
  ☆78Updated last month
• irinagain / iglu
  R package for Interpreting GLUcose data from CGMs (Continuous Glucose Monitors)
  ☆27Updated last month
• ExpectationMax / medical_ts_datasets
  ☆24Updated 4 years ago
• jxx123 / simglucose
  A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
  ☆271Updated last month
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆48Updated last year
• aaronhan223 / FuseMoE
  Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24
  ☆22Updated 2 months ago
• replicahealth / GluPredKit
  GluPredKit aims to make blood glucose model training and prediction more accessible.
  ☆23Updated 2 months ago
• DigitalBiomarkerDiscoveryPipeline / Digital_Health_Data_Repository
  The DHDR (Digital Health Data Repository) is a repository with sample data for use with the DBDP.
  ☆45Updated last month
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• RobotPsychologist / bg_control
  Improving short-term prandial blood glucose outcomes for people with type 1 diabetes, a complex disease that affects nearly 10 million pe…
  ☆18Updated 5 months ago