Machine learning based outcome prediction of microsurgically treated unruptured intracranial aneurysms

XGBoost

2016 · 44.2K citations · Full text

Cluster Computing, Engineering, Machine Learning +16

Data Structures for Statistical Computing in Python

Wes McKinney · Proceedings of the Python in Science Conferences · 2010 · 10.6K citations · Full text

Data Representation, Engineering, Financial Data +22

ASSESSMENT OF OUTCOME AFTER SEVERE BRAIN DAMAGE A Practical Scale

B. Jennett · The Lancet · 1975 · 7.5K citations

Neurorehabilitation, Medicine, Functional Recovery +9

Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine

M H Zweig, Gregory Campbell · Clinical Chemistry · 1993 · 6.5K citations

Diagnosis, Diagnostics, Quantitative Roc Analysis +19

The Statistical Evaluation of Medical Tests for Classification and Prediction

Technometrics · 2005 · 1.9K citations

Medical Tests, Generalizability Theory, Diagnosis +26