Nils Gumpfer

According to our database, Nils Gumpfer authored at least 7 papers between 2020 and 2023.

Collaborative distances:

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

2023

The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI.

Simon T. Powers, Olena Linnyk, Michael Guckert, Jennifer Hannig, Jeremy Pitt, Neil Urquhart, Anikó Ekárt, Nils Gumpfer, The Anh Han, Peter R. Lewis, Stephen Marsh, Tim Weber

IEEE Technol. Soc. Mag., December, 2023

SIGNed explanations: Unveiling relevant features by reducing bias.

Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig

Inf. Fusion, November, 2023

2021

A conceptual framework for establishing trust in real world intelligent systems.

Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart

Cogn. Syst. Res., 2021

An Ensemble Learning Approach to Detect Cardiac Abnormalities in ECG Data Irrespective of Lead Availability.

Tim Uhlemann, Joshua Prim, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

A Data Pipeline for Extraction and Processing of Electrocardiogram Recordings.

Joshua Prim, Tim Uhlemann, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

An Experiment Environment for Definition, Training and Evaluation of Electrocardiogram-Based AI Models.

Nils Gumpfer, Joshua Prim, Dimitri Grün, Jennifer Hannig, Till Keller, Michael Guckert

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Identifying Heart Failure in ECG Data With Artificial Intelligence - A Meta-Analysis.

Dimitri Grün, Felix Rudolph, Nils Gumpfer, Jennifer Hannig, Laura K. Elsner, Beatrice von Jeinsen, Christian W. Hamm, Andreas Rieth, Michael Guckert, Till Keller

Frontiers Digit. Health, 2020