Theresa Bender

According to our database, Theresa Bender authored at least 16 papers between 2018 and 2024.

Collaborative distances:

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

2024

Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria.

Theresa Bender, Jacqueline Michelle Beinecke, Dagmar Krefting, Carolin Müller, Henning Dathe, Tim Seidler, Nicolai Spicher, Anne-Christin Hauschild

IEEE J. Biomed. Health Informatics, April, 2024

Toward Trustworthiness of Deep Learning Models for 12-Lead ECGs

Theresa Bender

PhD thesis, 2024

Explainable Artificial Intelligence on Biosignals for Clinical Decision Support.

Miriam Cindy Maurer, Jacqueline Michelle Metsch, Philip Hempel, Theresa Bender, Nicolai Spicher, Anne-Christin Hauschild

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Benchmarking the Impact of Noise on Deep Learning-Based Classification of Atrial Fibrillation in 12-Lead ECG.

Theresa Bender, Philip Gemke, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting, Nicolai Spicher

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Introducing Social Gamification to a Biomedical Signal Processing Course: A Case Study.

Theresa Bender, Dagmar Krefting, Christoph Jensen, Nicolai Spicher

Proceedings of the 2nd IEEE German Education Conference, 2023

Provenance Core Data Set A Minimal Information Model for Data Provenance in Biomedical Research.

Ulrich Sax, Christian Henke, Christian Draeger, Theresa Bender, Alessandra Kuntz, Martin Golebiewski, Hannes Ulrich, Matthias Löbe

Proceedings of the 1st Conference on Research Data Infrastructure - Connecting Communities, 2023

Quantifying Alterations Over Time in ST-Segment/T-Wave Amplitudes During Elective Percutaneous Coronary Intervention.

Philip Hempel, Theresa Bender, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting, Tim Kacprowski, Nicolai Spicher

Proceedings of the Computing in Cardiology, 2023

2021

GMDS2021 ePoster and video teaser for DOI 10.3205/21gmds072.

Harald Kusch, Christian Robert Bauer, Theresa Bender, Jonas Hügel, Robert Kossen, Sara Yasemin Nußbeck, Ulrich Sax

Dataset, October, 2021

GMDS2021 ePoster and video teaser for DOI 10.3205/21gmds072.

Harald Kusch, Christian Robert Bauer, Theresa Bender, Jonas Hügel, Robert Kossen, Sara Yasemin Nußbeck, Ulrich Sax

Dataset, September, 2021

Facilitating Study and Item Level Browsing for Clinical and Epidemiological COVID-19 Studies.

Carsten Oliver Schmidt, Johannes Darms, Aliaksandra Shutsko, Matthias Löbe, Rajini Nagrani, Bastian Seifert, Birte Lindstädt, Martin Golebiewski, Sofiya Koleva, Theresa Bender, Christian Robert Bauer, Ulrich Sax, Xiaoming Hu, Michael Lieser, Vivien Junker, Sophie Klopfenstein, Atinkut Zeleke, Dagmar Waltemath, Iris Pigeot, Juliane Fluck

Proceedings of the Public Health and Informatics, 2021

Improving Findability of Digital Assets in Research Data Repositories Using the W3C DCAT Vocabulary.

Matthias Löbe, Hannes Ulrich, Christoph Beger, Theresa Bender, Christian R. Bauer, Ulrich Sax, Josef Ingenerf, Alfred Winter

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Application of Pre-Trained Deep Learning Models for Clinical ECGs.

Theresa Bender, Tim Seidler, Philipp Bengel, Ulrich Sax, Dagmar Krefting

Proceedings of the German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal - Proceedings of the Joint Conference of the 66th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 13th Annual Meeting of the TMF, 2021

2020

menoci: Lightweight Extensible Web Portal enabling FAIR Data Management for Biomedical Research Projects.

Markus Suhr, Christoph Lehmann, Christian Robert Bauer, Theresa Bender, Cornelius Knopp, Luca Freckmann, Björn Öst Hansen, Christian Henke, Georg Aschenbrandt, Lea Kühlborn, Sophia Rheinländer, Linus Weber, Bartlomiej Marzec, Marcel Hellkamp, Philipp Wieder, Harald Kusch, Ulrich Sax, Sara Yasemin Nussbeck

CoRR, 2020

Menoci: lightweight extensible web portal enhancing data management for biomedical research projects.

Markus Suhr, Christoph Lehmann, Christian R. Bauer, Theresa Bender, Cornelius Knopp, Luca Freckmann, Björn Öst Hansen, Christian Henke, Georg Aschenbrandt, Lea Kühlborn, Sophia Rheinländer, Linus Weber, Bartlomiej Marzec, Marcel Hellkamp, Philipp Wieder, Ulrich Sax, Harald Kusch, Sara Y. Nussbeck

BMC Bioinform., 2020

2019

Provenance Solutions for Medical Research in Heterogeneous IT-Infrastructure: An Implementation Roadmap.

Marcel Parciak, Christian R. Bauer, Theresa Bender, Robert Lodahl, Björn Schreiweis, Erik Tute, Ulrich Sax

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

Enabling Pedigree Visualization and Analysis in tranSMART.

Robert Lodahl, Christian R. Bauer, Benjamin Baum, Theresa Bender, Marcel Parciak, Michael Krawczak, Ulrich Sax

Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018