Concepedia

Development of machine learning and natural language processing algorithms for preoperative prediction and automated identification of intraoperative vascular injury in anterior lumbar spine surgery

Aditya V. Karhade, Michiel E. R. Bongers, Olivier Q. Groot, Terence P. Doorly, Harold A. Fogel, Stuart H. Hershman, Daniel G. Tobert, Sunita Srivastava, Christopher M. Bono, James D. Kang,

The Spine Journal · 2020 · 63 citations · 21 references

References

21

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

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

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

Computing, Biostatistics, Data Science +16

“Why Should I Trust You?”: Explaining the Predictions of Any Classifier

Marco Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 5.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement

Gary S. Collins, Johannes B. Reitsma, Douglas G. Altman et al. · BMC Medicine · 2015 · 2K citations · Full text

Computing, Internal Medicine, Clinical Decision Support +16