Alternatives and similar repositories for ScientificData2021_HealthGym:

Users that are interested in ScientificData2021_HealthGym are comparing it to the libraries listed below

• ioanabica / Counterfactual-Recurrent-Network
  Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…
  ☆59Updated last year
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• jli0117 / ehrMGAN
  code for ehrMGAN
  ☆19Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆54Updated 3 months ago
• MuhangTian / TimeDiff
  Code to generate realistic synthetic healthcare data with diffusion models
  ☆17Updated last week
• tennisonliu / GOGGLE
  ☆27Updated 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 …
  ☆78Updated 2 weeks ago
• vanderschaarlab / DECAF
  DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
  ☆20Updated 2 years ago
• MLforHealth / ClinicalDG
  An Empirical Framework for Domain Generalization In Clinical Settings
  ☆30Updated 3 years ago
• seedatnabeel / TE-CDE
  Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)
  ☆27Updated 2 years ago
• alistairewj / icu-model-transfer
  Evaluating methods to improve model transfer for intensive care unit models
  ☆16Updated last year
• btheodorou99 / HALO_Inpatient
  ☆23Updated 3 months ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆54Updated last year
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 2 years ago
• sanatonek / time_series_explainability
  ☆60Updated 4 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆32Updated this week
• ZhaozhiQIAN / SyncTwin-NeurIPS-2021
  Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)
  ☆9Updated 3 years ago
• yy6linda / synthetic-ehr-benchmarking
  ☆30Updated 2 years ago
• ioanabica / Time-Series-Deconfounder
  Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. …
  ☆52Updated 4 years ago
• Oufattole / meds-torch
  ☆21Updated this week
• Valentyn1997 / CausalTransformer
  Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"
  ☆147Updated 8 months ago
• AmrMKayid / nam
  Neural Additive Models (Google Research)
  ☆69Updated 3 years ago
• mlfoundations / tableshift
  A benchmark for distribution shift in tabular data
  ☆52Updated 11 months ago
• amirarsalan90 / TabFairGAN
  ☆20Updated 8 months ago
• ModelOriented / metaMIMIC
  ☆12Updated 2 years ago
• paidamoyo / counterfactual_survival_analysis
  ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
  ☆11Updated 4 years ago
• sjblim / rmsn_nips_2018
  ☆38Updated 6 years ago
• alistairewj / challenge2012
  Python code parsing data from PhysioNet Challenge 2012
  ☆21Updated 6 years ago
• zzzace2000 / nodegam
  Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"
  ☆45Updated 2 years ago