Ann Marie Navar
Cardiology and Cardiovascular Medicine · 2016–2023
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
- Cardiology and Cardiovascular Medicine — 7 citations into it
- Epidemiology — 7 citations into it
Whom Ann Marie Navar trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Nancy R. Cook
- Yi Lin
- Gary S. Collins
- Yoav Freund
- Andrew J. Vickers
- Trevor J. Hastie
- Robin Henderson
- Peter W. F. Wilson
- Robert E. Schapire
Who trusts Ann Marie Navar overall
Papers from Ann Marie Navar's perspective
Ordered by how strongly the researchers Ann Marie Navar trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Random Forests
- A decision-theoretic generalization of on-line learning and an application to boosting
- Pattern Recognition and Neural Networks
- Statistical evaluation of prognostic versus diagnostic models: beyond the ROC curve. (Clinical Chemistry)
- Survival Model Predictive Accuracy and ROC Curves (Biometrics)
- Review and evaluation of penalised regression methods for risk prediction in low‐dimensional data with few events (Statistics in Medicine)
- How to develop a more accurate risk prediction model when there are few events (British medical journal)
- Do we need hundreds of classifiers to solve real world classification problems?
- Decision Curve Analysis: A Novel Method for Evaluating Prediction Models
Their papers
- Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review (2017) — 840 citations
- Moving beyond regression techniques in cardiovascular risk prediction: applying machine learning to address analytic challenges (2016) — 484 citations
- 2023 AHA/ACC/ACCP/ASPC/NLA/PCNA Guideline for the Management of Patients With Chronic Coronary Disease: A Report of the American Heart Association/American College of Cardiology Joint Committee on Clinical Practice Guidelines. (2023) — 1,046 citations