Application and method development in computational systems biology: Petri nets to study knockouts and dynamics of Salmonella infection - Jennifer Hannig (2018)

isiKnock: in silico knockouts in signaling pathways. - Jennifer Hannig; Heiko Giese; Börje Schweizer; Leonie Amstein; Jörg Ackermann 001; Ina Koch (Bioinform., 2019)

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)

Bioinformatics analysis of whole slide images reveals significant neighborhood preferences of tumor cells in Hodgkin lymphoma. - Jennifer Hannig; Hendrik Schäfer; Jörg Ackermann 001; Marie Hebel; Tim Schäfer; Claudia Döring 002; Sylvia Hartmann; Martin-Leo Hansmann; Ina Koch (PLoS Comput. Biol., 2020)

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)

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)

The Disruption of Trust in the Digital Transformation Leading to Health 4.0. - Michael Guckert; Kristina Milanovic; Jennifer Hannig; David Simon; Tamara Wettengl; Daniel Evers; Arnd Kleyer; Till Keller; Jeremy Pitt (Frontiers Digit. Health, 2022)

Mathematical modeling of the molecular switch of TNFR1-mediated signaling pathways applying Petri net formalism and in silico knockout analysis. - Leonie Amstein; Jörg Ackermann 001; Jennifer Hannig; Ivan Dikic; Simone Fulda; Ina Koch (PLoS Comput. Biol., 2022)

SIGNed explanations: Unveiling relevant features by reducing bias. - Nils Gumpfer; Joshua Prim; Till Keller; Bernhard Seeger; Michael Guckert; Jennifer Hannig (Inf. Fusion, 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 001; Stephen Marsh 001; Tim Weber (IEEE Technol. Soc. Mag., 2023)

Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation. - Nils Gumpfer; Borislav Dinov; Samuel Sossalla; Michael Guckert; Jennifer Hannig (AIME (2), 2024)