Popular repositories Loading

1. MIMIC_Extract MIMIC_Extract Public

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

   Jupyter Notebook 419 121

2. rl_representations rl_representations Public

   Learning representations for RL in Healthcare under a POMDP assumption

   Jupyter Notebook 51 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 28 5

5. HurtfulWords HurtfulWords Public

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

   Python 21 9

6. MIMIC_Generalisation MIMIC_Generalisation Public

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

   Python 14 5