Predictors for major in-hospital complications after catheter ablation of ventricular arrhythmias: validation and modification of the Risk in Ventricular Ablation (RIVA) Score

Doldi, Florian; Doldi, Philipp M.; Plagwitz, Lucas; Westerwinter, Marvin; Wolfes, Julian; Korthals, Dennis; Willy, Kevin; Wegner, Felix K.; Koenemann, Hilke; Ellermann, Christian; Rath, Benjamin; Guener, Fatih; Reinke, Florian; Koebe, Julia; Lange, Philipp S.; Frommeyer, Gerrit; Varghese, Julian; Eckardt, Lars (2023)
In: Clinical research in cardiology, 112(12)
Art der Publikation: Forschungsartikel (Zeitschrift)

The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models.

Plagwitz L; Vogelsang T; Doldi F; Bickmann L; Fujarski M; Eckardt L; Varghese J (2023)
In: Studies in Health Technology and Informatics, 302
Art der Publikation: Forschungsartikel (Zeitschrift)

Detection of Patients with Congenital and Often Concealed Long-QT Syndrome by Novel Deep Learning Models

Doldi F; Plagwitz L; Hoffmann LP; Rath B; Frommeyer G; Reinke F; Leitz P; Büscher A; Güner F; Brix T; Wegner FK; Willy K; Hanel Y; Dittmann S; Haverkamp W; Schulze-Bahr E; Varghese J; Eckardt L (2022)
In: Journal of personalized medicine, 12(7)
Art der Publikation: Forschungsartikel (Zeitschrift)

Machine learning in the detection and management of atrial fibrillation

Wegner FK; Plagwitz L; Doldi F; Ellermann C; Willy K; Wolfes J; Sandmann S; Varghese J; Eckardt L (2022)
In: Clinical research in cardiology, 111(9)
Art der Publikation: Forschungsartikel (Zeitschrift)

Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement Disorders

Brenner A; Plagwitz L; Fujarski M; Warnecke T; Varghese J (2022)
In: Studies in Health Technology and Informatics, 294
Art der Publikation: Forschungsartikel (Zeitschrift)

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Predictors for major in-hospital complications after catheter ablation of ventricular arrhythmias: validation and modification of the Risk in Ventricular Ablation (RIVA) Score Doldi, Florian; Doldi, Philipp M.; Plagwitz, Lucas; Westerwinter, Marvin; Wolfes, Julian; Korthals, Dennis; Willy, Kevin; Wegner, Felix K.; Koenemann, Hilke; Ellermann, Christian; Rath, Benjamin; Guener, Fatih; Reinke, Florian; Koebe, Julia; Lange, Philipp S.; Frommeyer, Gerrit; Varghese, Julian; Eckardt, Lars (2023) In: Clinical research in cardiology, 112(12) Art der Publikation: Forschungsartikel (Zeitschrift)
Post Hoc Sample Size Estimation for Deep Learning Architectures for ECG-Classification. Bickmann L; Plagwitz L; Varghese J (2023) In: Studies in Health Technology and Informatics, 302 Art der Publikation: Forschungsartikel (Zeitschrift)
The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models. Plagwitz L; Vogelsang T; Doldi F; Bickmann L; Fujarski M; Eckardt L; Varghese J (2023) In: Studies in Health Technology and Informatics, 302 Art der Publikation: Forschungsartikel (Zeitschrift)
DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation. Fujarski M; Porschen C; Plagwitz L; Stroth D; Van Alen CM; Sadjadi M; Weiss R; Zarbock A; Von Groote T; Varghese J (2023) In: Studies in Health Technology and Informatics, 302 Art der Publikation: Forschungsartikel (Zeitschrift)
Detection of Patients with Congenital and Often Concealed Long-QT Syndrome by Novel Deep Learning Models Doldi F; Plagwitz L; Hoffmann LP; Rath B; Frommeyer G; Reinke F; Leitz P; Büscher A; Güner F; Brix T; Wegner FK; Willy K; Hanel Y; Dittmann S; Haverkamp W; Schulze-Bahr E; Varghese J; Eckardt L (2022) In: Journal of personalized medicine, 12(7) Art der Publikation: Forschungsartikel (Zeitschrift)
Supporting AI-Explainability by Analyzing Feature Subsets in a Machine Learning Model Plagwitz L; Brenner A; Fujarski M; Varghese J (2022) In: Studies in Health Technology and Informatics, 294 Art der Publikation: Forschungsartikel (Zeitschrift)
Machine learning in the detection and management of atrial fibrillation Wegner FK; Plagwitz L; Doldi F; Ellermann C; Willy K; Wolfes J; Sandmann S; Varghese J; Eckardt L (2022) In: Clinical research in cardiology, 111(9) Art der Publikation: Forschungsartikel (Zeitschrift)
Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database Fujarski M; Porschen C; Plagwitz L; Brenner A; Ghoreishi N; Thoral P; Grooth H; Elbers P; Weiss R; Meersch M; Zarbock A; Groote TC; Varghese J (2022) In: Studies in Health Technology and Informatics, 294 Art der Publikation: Forschungsartikel (Zeitschrift)
Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement Disorders Brenner A; Plagwitz L; Fujarski M; Warnecke T; Varghese J (2022) In: Studies in Health Technology and Informatics, 294 Art der Publikation: Forschungsartikel (Zeitschrift)