Predicting ICU readmission risks in intracerebral hemorrhage patients: Insights from machine learning models using MIMIC databases

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

Computing, Computer Science, Data Science +17

Heart Disease and Stroke Statistics—2022 Update: A Report From the American Heart Association

Connie W. Tsao, Aaron W. Aday, Zaid Almarzooq et al. · Circulation · 2022 · 6K citations · Full text

Medicine, Cardiology, Preventive Medicine +17

A study of the behavior of several methods for balancing machine learning training data

Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard · ACM SIGKDD Explorations Newsletter · 2004 · 4.1K citations

Computing, Computer Science, Data Mining +10

Recursive feature elimination with random forest for PTR-MS analysis of agroindustrial products

Pablo M. Granitto, Cesare Furlanello, Franco Biasioli et al. · Chemometrics and Intelligent Laboratory Systems · 2006 · 666 citations

Computing, Data Science, Feature Engineering +4

Early neurologic deterioration in intracerebral hemorrhage

Rogelio Leira, A. Dávalos, Yolanda Silva et al. · Neurology · 2004 · 492 citations

Medicine, Neurology, Neurosurgery +17