Tom E. Verstraelen

Prediction of ventricular arrhythmia in phospholamban p.Arg14del mutation carriers–reaching the frontiers of individual risk prediction

Tom E. Verstraelen, Freyja H.M. van Lint, Laurens P. Bosman et al. · European Heart Journal · 2021 · 135 citations · Full text

Handling missing predictor values when validating and applying a prediction model to new patients

Jeroen Hoogland, Marit van Barreveld, Thomas P. A. Debray et al. · Statistics in Medicine · 2020 · 82 citations · Full text

Improving electrocardiogram-based detection of rare genetic heart disease using transfer learning: An application to phospholamban p.Arg14del mutation carriers

Ricardo R. Lopes, Hidde Bleijendaal, Lucas A. Ramos et al. · Computers in Biology and Medicine · 2021 · 65 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

Computer versus cardiologist: Is a machine learning algorithm able to outperform an expert in diagnosing a phospholamban p.Arg14del mutation on the electrocardiogram?

Hidde Bleijendaal, Lucas A. Ramos, Ricardo R. Lopes et al. · Heart Rhythm · 2020 · 55 citations · Full text

Development and external validation of prediction models to predict implantable cardioverter-defibrillator efficacy in primary prevention of sudden cardiac death

Tom E. Verstraelen, Marit van Barreveld, Pascal F.H.M. van Dessel et al. · EP Europace · 2021 · 33 citations · Full text