Cluster averages of historical surgery durations match or beat much more complex ML models and outperform manual plans on a small single-hospital dataset.
In: Wiley Encyclopedia of Operations Research and Management Science
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A Small Dataset May Go a Long Way: Process Duration Prediction in Clinical Settings
Cluster averages of historical surgery durations match or beat much more complex ML models and outperform manual plans on a small single-hospital dataset.