Concepedia

A machine learning algorithm for predicting prolonged postoperative opioid prescription after lumbar disc herniation surgery. An external validation study using 1,316 patients from a Taiwanese cohort

Hung‐Kuan Yen, Paul T. Ogink, Chuan‐Ching Huang, Olivier Q. Groot, Chih-Chi Su, Shin-Fu Chen, Chih‐Wei Chen, Aditya V. Karhade, Kuang-Ping Peng, Wei‐Hsin Lin,

The Spine Journal · 2022 · 33 citations · 59 references

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References

59

MissForest—non-parametric missing value imputation for mixed-type data

Daniel J. Stekhoven, Peter Bühlmann · Bioinformatics · 2011 · 6.1K citations · Full text

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Decision Curve Analysis: A Novel Method for Evaluating Prediction Models

Andrew J. Vickers, Elena B. Elkin · Medical Decision Making · 2006 · 5.5K citations · Full text

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Assessing the Performance of Prediction Models

Ewout W. Steyerberg, Andrew J. Vickers, Nancy R. Cook et al. · Epidemiology · 2009 · 4.9K citations · Full text

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The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier · PLoS ONE · 2015 · 4.7K citations · Full text

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New Persistent Opioid Use After Minor and Major Surgical Procedures in US Adults

Chad M. Brummett, Jennifer F. Waljee, Jenna Goesling et al. · JAMA Surgery · 2017 · 2K citations · Full text

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