Talks

Oral Presentations and Invited Talks (Selective)

• Gumpfer N. (2025b).
  From Saliency to Semantics: XAI for ECG Time Series Analysis.
  Invited talk, IEEE SPS Cycle 2 Seasonal School on Explainable AI and Applications to Biometric Signal Processing,
  IIIT Allahabad, Prayagraj, India, July 17, 2025.

• Gumpfer N. (2025c).
  KI-gestützte EKG-Analyse.
  Invited talk, KI made in Hessen, ZukunftsRaum Friedberg, Friedberg, Hesse, Germany, June 17, 2025.

• Gumpfer N. (2025a).
  Balancing Explanations with SIGN.
  Oral presentation, 2nd Colloquium on Business Informatics, Indo-German Workshop on XAI & Federated Learning,
  IIIT Allahabad, Prayagraj, India, January 21–23, 2025.

• Gumpfer N. (2024a).
  Erklärbare Künstliche Intelligenz.
  Invited talk, Digitalkonferenz des Wetteraukreises 2024, Ortenberg, Hesse, Germany, November 27, 2024.

• Gumpfer N., Dinov B., Sossalla S., Guckert M., and Hannig J. (2024b).
  Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation.
  Oral presentation, 22nd International Conference on Artificial Intelligence in Medicine (AIME 2024),
  Salt Lake City, UT, USA, July 9–12, 2024.

• Gumpfer N. (2024c).
  Opening the AI Black Box to Build Trust in Cardiology.
  Poster presentation, Get-together of the Graduate Centre for Engineering Sciences,
  Research Campus of Central Hessen, April 24, 2024, Gießen, Germany.

• Gumpfer N. (2021).
  Erklärbare Künstliche Intelligenz zur Erkennung von Herzmuskelschädigungen.
  Oral presentation, 9th Interdisciplinary Doctoral Colloquium, Technische Hochschule Mittelhessen,
  Gießen, Germany, October 28, 2021.

• Gumpfer N., Wegener S., Grün D., Stützner E., Prim J., Hannig J., Guckert M., and Keller T. (2022).
  Explainable Artificial Intelligence for Detection of STEMI.
  Oral presentation, Justus-Liebig-University Gießen Science Day 2022,
  Gießen, Germany, November 11, 2022.

• Gumpfer N., Gruen D., Hannig J., Keller T., and Guckert M. (2020a).
  Detecting Myocardial Scar Using Electrocardiogram Data and Deep Neural Networks.
  Oral presentation, 36th German Conference on Bioinformatics (GCB 2020),
  Frankfurt (Main), Germany, September 14–17, 2020.