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 (AIME, 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 (CinC, 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 (CinC, 2021)

SIGNed explanations: Unveiling relevant features by reducing bias. - Nils Gumpfer; Joshua Prim; Till Keller; Bernhard Seeger; Michael Guckert; Jennifer Hannig (Inf. Fusion, 2023)