Concepedia

Prediction of gestational diabetes based on nationwide electronic health records

Nitzan Shalom Artzi, Smadar Shilo, Eran Hadar, Hagai Rossman, Shiri Barbash‐Hazan, Avi Ben‐Haroush, Ran D. Balicer, Becca Feldman, Arnon Wiznitzer, Eran Segal

Nature Medicine · 2020 · 301 citations · 30 references

DOI

Concepts

References

30

XGBoost

2016 · 48.6K citations · Full text

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On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K 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

, , +17

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

Scott Lundberg, Bala G. Nair, Monica S. Vavilala et al. · Nature Biomedical Engineering · 2018 · 2K citations

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