M. M. P. Matthew M. Churpek
Artificial Intelligence · 2011–2018
A researcher in the Science corpus: 3 papers; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 15 citations into it
- Statistics and Probability — 13 citations into it
- Computer Vision and Pattern Recognition — 5 citations into it
Whom M. M. P. Matthew M. Churpek trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Max Kuhn
- J. le Gall
- Gary B. Smith
- Ewout W. Steyerberg
- Robert Tibshirani
- Kjell Johnson
- T. van der Ploeg
- David Hilton Wolpert
- James Franklin
Who trusts M. M. P. Matthew M. Churpek overall
Papers from M. M. P. Matthew M. Churpek's perspective
Ordered by how strongly the researchers M. M. P. Matthew M. Churpek trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- R: A language and environment for statistical computing.
- Validation of a modified Early Warning Score in medical admissions.
- A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study.
- Do we need hundreds of classifiers to solve real world classification problems?
- Feature Selection with the Boruta Package
- Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints (BMC Medical Research Methodology)
- The elements of statistical learning: data mining, inference and prediction
- The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults.
- Bias in random forest variable importance measures: Illustrations, sources and a solution
Their papers
- Comparison of Variable Selection Methods for Clinical Predictive Modeling (2018) — 245 citations
- Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards (2016) — 564 citations
- Abstract 16310: Derivation of a Cardiac Arrest Prediction Model Using Ward Vital Signs (2011) — 169 citations