EHR Patient Readmission

Predicting 30-day hospital readmission from electronic health records.

Python
Scikit-Learn

What it does

An ongoing project predicting 30-day hospital readmission using the MIMIC dataset, with scikit-learn, SMOTE for class imbalance, and hypothesis testing.

"""EHR Patient Readmission

Predicting 30-day hospital readmission from electronic health records.
"""

from portfolio import Metric, Project


class EhrReadmission(Project):
    status = "wip"
    featured = False
    stack = ["Python", "Scikit-Learn"]
    metrics = []
    links = {}
    # TODO(maaz): add the repo link
    demo = None

EHR Patient Readmission

What it does

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What it does

ehr_readmission.py source

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