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    20 repositories

    • Pregnancy-complications-and-adverse-birth-outcomes

      Public
      Pragmatic machine learning predictions of pregnancy complications and adverse birth outcomes with routine health data
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 2, 2026May 2, 2026

    • sufficiency_label_bias

      Public
      Python
      •0•1•0•0•Updated Feb 25, 2026Feb 25, 2026

    • LEMoN

      Public
      LEMoN: Label Error Detection using Multimodal Neighbors
      Python
      •
      MIT License
      •0•2•0•0•Updated Jan 16, 2026Jan 16, 2026

    • ORCHID

      Public
      Organ Retrieval and Collection of Health Information for Donation (ORCHID) Dataset.
      orchidorganprocurement
      orchidorganprocurementdonor
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Jun 20, 2025Jun 20, 2025

    • lm-evaluation-harness

      Public
      A framework for few-shot evaluation of language models.
      Python
      •
      MIT License
      •3.3k•0•0•0•Updated Jun 14, 2025Jun 14, 2025

    • rl_representations

      Public
      Learning representations for RL in Healthcare under a POMDP assumption
      reinforcement-learninghealthcarerepresentation-learning
      reinforcement-learninghealthcarerepresentation-learningsequential-decision-making-problemsoffline-rl
      Jupyter Notebook
      •
      MIT License
      •14•58•1•0•Updated Jan 21, 2025Jan 21, 2025

    • MIMIC_Extract

      Public
      MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
      Jupyter Notebook
      •
      MIT License
      •131•476•31•5•Updated Jul 18, 2024Jul 18, 2024

    • ExplanationsSubpopulations

      Public
      Measuring the fairness of post-hoc explanations
      Python
      •2•5•0•0•Updated May 20, 2023May 20, 2023

    • expl_perf_drop

      Public
      Attributing model performance changes to distribution shifts in causal mechanisms.
      Python
      •
      MIT License
      •2•8•0•0•Updated May 17, 2023May 17, 2023

    • DistDeD

      Public
      Identifying Medical Dead-ends with Distributional RL
      0•0•0•0•Updated Jan 13, 2023Jan 13, 2023

    • predictive_checklists

      Public
      Creating predictive checklists from data using integer programming.
      Python
      •3•5•0•0•Updated Sep 14, 2022Sep 14, 2022

    • CXR_Fairness

      Public
      Improving the Fairness of Chest X-ray Classifiers
      Jupyter Notebook
      •2•14•0•0•Updated Mar 24, 2022Mar 24, 2022

    • ClinicalDG

      Public
      An Empirical Framework for Domain Generalization In Clinical Settings
      Python
      •
      Other
      •5•30•0•0•Updated Mar 21, 2022Mar 21, 2022

    • CausalDA

      Public
      Causal data augmentation for pretraining debiasing
      Jupyter Notebook
      •
      MIT License
      •3•11•0•0•Updated Aug 31, 2021Aug 31, 2021

    • HurtfulWords

      Public
      Quantifying biases in BERT embeddings pretrained on MIMIC-III clinical notes
      Python
      •
      Apache License 2.0
      •11•25•0•0•Updated Mar 26, 2021Mar 26, 2021

    • confounder-acquisition

      Public
      Confounding Feature Acquisition for Causal Effect Estimation
      Python
      •0•1•0•0•Updated Nov 20, 2020Nov 20, 2020

    • S2SD

      Public
      (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348
      deep-learningpytorchmetric-learning
      deep-learningpytorchmetric-learningimage-retrievaldeep-metric-learningzero-shot-learningcars196stanford-online-productscub200-2011
      Python
      •
      MIT License
      •6•44•0•0•Updated Sep 18, 2020Sep 18, 2020

    • TieNetReproduction

      Public
      Python
      •6•3•0•0•Updated May 12, 2020May 12, 2020

    • MIMIC_Generalisation

      Public
      Code to study the generalisability of benchmark models on non-stationary EHRs.
      Python
      •5•15•0•0•Updated Aug 7, 2019Aug 7, 2019

    • MMD-WAE-with-HSIC

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Feb 24, 2019Feb 24, 2019
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