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ORCIDJennifer Hannig
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2020 – today
- 2024
[c4]Nils Gumpfer
, Borislav Dinov, Samuel Sossalla, Michael Guckert, Jennifer Hannig:
Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation. AIME (2) 2024: 350-361- 2023
- [j8]Nils Gumpfer, Joshua Prim, Till Keller, Bernhard Seeger, Michael Guckert, Jennifer Hannig:
SIGNed explanations: Unveiling relevant features by reducing bias. Inf. Fusion 99: 101883 (2023) - [j7]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:
The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI. IEEE Technol. Soc. Mag. 42(4): 95-106 (2023) - 2022
- [j6]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: 815573 (2022) - [j5]Leonie Amstein, Jörg Ackermann, Jennifer Hannig, Ivan Dikic, Simone Fulda, Ina Koch:
Mathematical modeling of the molecular switch of TNFR1-mediated signaling pathways applying Petri net formalism and in silico knockout analysis. PLoS Comput. Biol. 18(8) (2022) - 2021
- [j4]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: 143-155 (2021) - [c3]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: 384-388 - [c2]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: 1-4 - [c1]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: 1-4 - [i1]Michael Guckert, Nils Gumpfer, Jennifer Hannig, Till Keller, Neil Urquhart:
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems. CoRR abs/2104.05432 (2021) - 2020
- [j3]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: 584555 (2020) - [j2]Jennifer Hannig, Hendrik Schäfer, Jörg Ackermann, Marie Hebel, Tim Schäfer, Claudia Döring, Sylvia Hartmann, Martin-Leo Hansmann, Ina Koch:
Bioinformatics analysis of whole slide images reveals significant neighborhood preferences of tumor cells in Hodgkin lymphoma. PLoS Comput. Biol. 16(1) (2020)
2010 – 2019
- 2019
- [j1]Jennifer Hannig, Heiko Giese, Börje Schweizer, Leonie Amstein, Jörg Ackermann, Ina Koch:
isiKnock: in silico knockouts in signaling pathways. Bioinform. 35(5): 892-894 (2019) - 2018
- [b1]Jennifer Hannig:
Application and method development in computational systems biology: Petri nets to study knockouts and dynamics of Salmonella infection. Frankfurt University, Germany, 2018
Coauthor Index
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