Alternatives and similar repositories for ScientificData2021_HealthGym

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

• MLforHealth / ClinicalDG
  An Empirical Framework for Domain Generalization In Clinical Settings
  ☆30Updated 3 years ago
• jli0117 / ehrMGAN
  code for ehrMGAN
  ☆19Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆55Updated 5 months ago
• 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
• ZhaozhiQIAN / SyncTwin-NeurIPS-2021
  Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)
  ☆10Updated 3 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 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• tennisonliu / GOGGLE
  ☆27Updated 2 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 2 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• vanderschaarlab / DECAF
  DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
  ☆20Updated last week
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆57Updated last year
• sjblim / rmsn_nips_2018
  ☆39Updated 6 years ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆80Updated 9 months ago
• MuhangTian / TimeDiff
  Code to generate realistic synthetic healthcare data with diffusion models
  ☆19Updated 2 months ago
• mlfoundations / tableshift
  A benchmark for distribution shift in tabular data
  ☆53Updated last year
• seedatnabeel / TE-CDE
  Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)
  ☆27Updated 3 years ago
• paidamoyo / counterfactual_survival_analysis
  ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
  ☆11Updated 4 years ago
• alistairewj / icu-model-transfer
  Evaluating methods to improve model transfer for intensive care unit models
  ☆16Updated last year
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆115Updated last year
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• sanatonek / time_series_explainability
  ☆61Updated 4 years ago
• Valentyn1997 / CausalTransformer
  Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"
  ☆149Updated 10 months 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
• vanderschaarlab / hyperimpute
  A framework for prototyping and benchmarking imputation methods
  ☆184Updated 2 years ago
• btheodorou99 / HALO_Inpatient
  ☆26Updated 4 months ago
• yy6linda / synthetic-ehr-benchmarking
  ☆31Updated 2 years ago
• mostafaalishahi / eICU_Benchmark
  ☆39Updated 3 years ago
• e-delaney / Instance-Based_CFE_TSC
  This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…
  ☆20Updated 4 years ago
• KenSciResearch / fairMLHealth
  Healthcare-specific tools for bias analysis
  ☆38Updated 2 years ago