Eimo Martens

According to our database, Eimo Martens authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-View Echos.

Michelle Espranita Liman, Özgün Turgut, Alexander Müller, Eimo Martens, Daniel Rueckert, Philip Müller

CoRR, March, 2026

Multi-View Stenosis Classification Leveraging Transformer-Based Multiple-Instance Learning Using Real-World Clinical Data.

Nikola Cenikj, Özgün Turgut, Alexander Müller, Alexander Steger, Jan Kehrer, Marcus Brugger, Daniel Rueckert, Eimo Martens, Philip Müller

CoRR, February, 2026

2025

Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging.

Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert

Medical Image Anal., 2025

ECG Synthesis and Utility Analysis - A Diffusion Model Based Approach.

Sanketa Hegde, Merten Prüser, Nikola Cenic, Anatol Bollinger, Marie Arens, Jan Köhlen, Eimo Martens, Christoph Dieterich

Proceedings of the German Medical Data Sciences 2025: GMDS Illuminates Health, 2025

2024

Smart hospital: achieving interoperability and raw data collection from medical devices in clinical routine.

Eimo Martens, Hans-Ulrich Haase, Giulio Mastella, Andreas Henkel, Christoph Spinner, Franziska Hahn, Congyu Zou, Augusto Fava-Sanches, Julia Allescher, Daniel Heid, Elena Strauss, Melanie-Maria Maier, Mark Lachmann, Georg Schmidt, Dominik Westphal, Tobias Haufe, David Federle, Daniel Rueckert, Martin Boeker, Matthias Becker, Karl-Ludwig Laugwitz, Alexander Steger, Alexander Müller

Frontiers Digit. Health, 2024

2023

Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI.

Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert

CoRR, 2023

DWT-CNNTRN: a Convolutional Transformer for ECG Classification with Discrete Wavelet Transform.

Congyu Zou, Mikhael Djajapermana, Eimo Martens, Alexander Müller, Daniel Rückert, Philip Müller, Alexander Steger, Matthias Becker, Wolfgang Utschick

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Self-supervised learning for atrial fibrillation detection with ECG using CNNTransformer.

Congyu Zou, Alexander Müller, Eimo Martens, Phillip Müller, Daniel Rückert, Alexander Steger, Matthias Becker, Wolfgang Utschick

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2021

TELECOVID: Remote Vital Signs Monitoring of COVID-19 Risk Patients in Home Isolation With an In-Ear Wearable.

Melanie Baldinger, Axel Heinrich, Tim Adams, Eimo Martens, Michael Dommasch, Alexander Müller, Adonia Siegmann, Georg Schmidt, Oliver Amft, Kristof Van Laerhoven

IEEE Pervasive Comput., 2021