Article-Journal

A data-pipeline processing electrocardiogram recordings for use in artificial intelligence algorithms

J Prim, T Uhlemann, N Gumpfer, D Gruen, S Wegener, S Krug, J Hannig, T Keller, M Guckert

Detecting a broader spectrum of cardiac pathologies in electrocardiogram data by applying a deep neural network designed to detect a specific cardiac disease

S Wegener, T Schmidt, J Prim, N Gumpfer, D Gruen, J Hannig, M Guckert, T Keller

On the importance of representative datasets in ECG-based artificial intelligence

N Gumpfer, S Wegener, J Prim, D Gruen, J Hannig, T Keller, M Guckert

Predicting mortality in cardiovascular patients using electrocardiogram data and artificial intelligence

S Wegener, D Gruen, J Prim, N Gumpfer, J S Wolter, C W Hamm, C Liebetrau, J Hannig, M Guckert, T Keller

A conceptual framework for establishing trust in real world intelligent systems

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

Detecting myocardial scar using electrocardiogram data and deep neural networks

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

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

Bioinformatics analysis of whole slide images reveals significant neighborhood preferences of tumor cells in Hodgkin lymphoma

Jennifer Hannig, Hendrik Schäfer, Jörg Ackermann, Marie Hebel, Tim Schäfer, Claudia Döring, Sylvia Hartmann, Martin-Leo Hansmann, Ina Koch

isiKnock: in silico knockouts in signaling pathways

Jennifer Hannig, Heiko Giese, Börje Schweizer, Leonie Amstein, Jörg Ackermann, Ina Koch

Manatee invariants reveal functional pathways in signaling networks

Leonie Amstein, Jörg Ackermann, Jennifer Scheidel, Simone Fulda, Ivan Dikic, Ina Koch