A Machine Learning Model for the Accurate Prediction of 1-Year Survival in TAVI Patients: A Retrospective Observational Cohort Study.

Francesco Pollari,Wolfgang Hitzl,Magnus Rottmann,Ferdinand Vogt,Miroslaw Ledwon,Christian Langhammer,Dennis Eckner,Jürgen Jessl,Thomas Bertsch,Matthias Pauschinger,Theodor Fischlein

Journal of clinical medicine（2023）

Cited 0|Views22

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Abstract

Our model can predict the 1-year survival with very high negative and sufficiently high positive predictive value, with very high accuracy. The "reject option" allows a high performance and harmonic integration of machine learning in the clinical decision process.

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Key words

personalized,TAVI,machine learning,prediction,outcome,survival

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