Pymimic3 is a scalable experimentation platform for MIMIC-III, featuring ready-to-run models, fully tested utilities for concept drift research, and a parallelized, configurable data pipeline.
machine-learning neural-networks data-preprocessing mimic-iii parallel-processing concept-drift machine-learning-models medical-data machine-learning-projects medical-dataset neural-networks-and-deep-learning clinical-informatics medical-datasets healthcare-ai data-preprocessing-pipelines medical-data-analysis concept-drift-detection data-preprocessing-and-augmentation
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Updated
Oct 30, 2024 - Jupyter Notebook