Lucas Plagwitz - Publications

fourSynergy: ensemble-based interaction calling on 4C-seq data using gradient-free optimization.

Journal: BioData mining

Published: May 29, 2026

Generalization of ML Models Between ECG and VCG Representation.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Architecture-Specific Impact of Preprocessing on Machine Learning Models for ECG Classification.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Response to 'promising advances and remaining challenges in AI-driven QTc estimation' by Zekai Yu.

Journal: Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology

Published: March 24, 2026

Artificial intelligence in risk stratification of acute coronary syndrome : Future vision or already reality?

Journal: Herz

Published: December 01, 2025

The Rlign algorithm for enhanced electrocardiogram analysis through heart rate-corrected ECG alignment for explainable classification and clustering.

Journal: European heart journal. Digital health

Published: October 20, 2025

End-to-End Platform for Electrocardiogram Analysis and Model Fine-Tuning: Development and Validation Study.

Journal: Journal of medical Internet research

Published: July 23, 2025

QTcNet: a deep learning model for direct heart rate corrected QT interval estimation.

Journal: Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology

Published: July 23, 2025

Challenging Black-Box Models: Interpretable Explanations for ECG Classification.

Journal: Studies in health technology and informatics

Published: May 17, 2025

Prognostic value of body composition out of PSMA-PET/CT in prostate cancer patients undergoing PSMA-therapy.

Journal: European journal of nuclear medicine and molecular imaging

Published: March 26, 2025

Deep learning electrocardiogram model for risk stratification of coronary revascularization need in the emergency department.

Journal: European heart journal

Published: February 19, 2025

Zero-Shot LLMs for Named Entity Recognition: Targeting Cardiac Function Indicators in German Clinical Texts.

Journal: Studies in health technology and informatics

Published: September 05, 2024