Concepedia

A machine learning approach to investigate the relationship between shape features and numerically predicted risk of ascending aortic aneurysm

Liang Liang, Minliang Liu, Caitlin Martin, John A. Elefteriades, Wei Sun

Biomechanics and Modeling in Mechanobiology · 2017 · 169 citations · 42 references

Open access

Concepts

ComputingCardiologyComputer ScienceMachine LearningPredictive AnalyticsRisk AssessmentAortic DiseaseCardiovascular RiskFeature SelectionRisk ClassificationRisk PredictionShape AnalysisAortic Risk StratificationMachine Learning Prediction ModelsShapeShape FeaturesSurgical Risk Prediction

References

42

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

Active Shape Models-Their Training and Application

T.F. Cootes, Chris Taylor, D. H. Cooper et al. · Computer Vision and Image Understanding · 1995 · 7.2K citations · Full text

Computing, Computer Science, 3D Modeling +11

2014 AHA/ACC Guideline for the Management of Patients With Valvular Heart Disease: Executive Summary

Rick A. Nishimura, Catherine M Otto, Robert O. Bonow et al. · Circulation · 2014 · 2.6K citations

Medicine, Cardiology, Surgery +16