Skip to content
@MLforHealth

Healthy ML

Popular repositories

  1. MIMIC_Extract MIMIC_Extract Public

    MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

    Jupyter Notebook 382 118

  2. rl_representations rl_representations Public

    Learning representations for RL in Healthcare under a POMDP assumption

    Jupyter Notebook 45 11

  3. S2SD S2SD Public

    (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348

    Python 41 6

  4. ClinicalDG ClinicalDG Public

    An Empirical Framework for Domain Generalization In Clinical Settings

    Python 26 4

  5. HurtfulWords HurtfulWords Public

    Quantifying biases in BERT embeddings pretrained on MIMIC-III clinical notes

    Python 20 9

  6. MIMIC_Generalisation MIMIC_Generalisation Public

    Code to study the generalisability of benchmark models on non-stationary EHRs.

    Python 13 5

Repositories

Showing 10 of 16 repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…