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MIMIC_Extract
MIMIC_Extract PublicMIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
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rl_representations
rl_representations PublicLearning representations for RL in Healthcare under a POMDP assumption
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ClinicalDG
ClinicalDG PublicAn Empirical Framework for Domain Generalization In Clinical Settings
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HurtfulWords
HurtfulWords PublicQuantifying biases in BERT embeddings pretrained on MIMIC-III clinical notes
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MIMIC_Generalisation
MIMIC_Generalisation PublicCode to study the generalisability of benchmark models on non-stationary EHRs.
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- MIMIC_Extract Public
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
MLforHealth/MIMIC_Extract’s past year of commit activity - expl_perf_drop Public
Attributing model performance changes to distribution shifts in causal mechanisms.
MLforHealth/expl_perf_drop’s past year of commit activity
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