Till Keller

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Medical Decision Support

Ensemble Learning

Intelligent Systems

Artificial Intelligence

Top Venues

Frontiers Digit. Health

Cogn. Syst. Res.

Publications

Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig
SIGNed explanations: Unveiling relevant features by reducing bias. Inf. Fusion 99 (2023)
Michael Guckert, Kristina Milanovic, Jennifer Hannig, David Simon, Tamara Wettengl, Daniel Evers, Arnd Kleyer, Till Keller, Jeremy Pitt
The Disruption of Trust in the Digital Transformation Leading to Health 4.0. Frontiers Digit. Health 4 (2022)
Joshua Prim, Tim Uhlemann, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert
A Data Pipeline for Extraction and Processing of Electrocardiogram Recordings. CinC (2021)
Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart
A conceptual framework for establishing trust in real world intelligent systems. Cogn. Syst. Res. 68 (2021)
Tim Uhlemann, Joshua Prim, Nils Gumpfer, Dimitri Grün, Sebastian Wegener, Sabrina Krug, Jennifer Hannig, Till Keller, Michael Guckert
An Ensemble Learning Approach to Detect Cardiac Abnormalities in ECG Data Irrespective of Lead Availability. CinC (2021)
Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems. CoRR (2021)
Nils Gumpfer, Joshua Prim, Dimitri Grün, Jennifer Hannig, Till Keller, Michael Guckert
An Experiment Environment for Definition, Training and Evaluation of Electrocardiogram-Based AI Models. AIME (2021)
Dimitri Grün, Felix Rudolph, Nils Gumpfer, Jennifer Hannig, Laura K. Elsner, Beatrice von Jeinsen, Christian W. Hamm, Andreas Rieth, Michael Guckert, Till Keller
Identifying Heart Failure in ECG Data With Artificial Intelligence - A Meta-Analysis. Frontiers Digit. Health 2 (2020)