R. R. Lopes

A morphology based deep learning model for atrial fibrillation detection using single cycle electrocardiographic samples.

Ricardo R. Lopes, H. Marquering, L. A. Ramos, 2020, International journal of cardiology.

Computer versus Cardiologist: Is a machine learning algorithm able to outperform an expert in diagnosing phospholamban (PLN) p.Arg14del mutation on ECG?

A. Zwinderman, Y. Pinto, A. Wilde, 2020, Heart rhythm.

Prediction of Atrial Fibrillation Recurrence after Thoracoscopic Surgical Ablation Using Machine Learning Techniques

Ricardo R. Lopes, H. Marquering, B. D. de Mol, 2021, Diagnostics.

Machine Learning for Predicting Mortality in Transcatheter Aortic Valve Implantation: An Inter-Center Cross Validation Study

Ricardo R. Lopes, S. Zinger, B. D. de Mol, 2021, Journal of cardiovascular development and disease.

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

Lucas Alexandre Ramos, Henk A. Marquering, Yigal M. Pinto, 2021, Comput. Biol. Medicine.

Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation Outcome

Peter H. N. de With, Svitlana Zinger, Jo M. Zelis, 2020, 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS).