Applied AI Lab
Applied AI Lab
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Article-Journal
Association of daily physical activity with pulmonary artery pressure in HFpEF and HFmrEF NYHA class III patients: a pilot trial—feasibility and first results
Ester J. Herrmann
,
Denise Lange
,
Jennifer Hannig
,
Gina Zimmer
,
Dimitri Gruen
,
Till Keller
,
Albin Edegran
,
Linda S. Johnson
,
Samuel Sossalla
,
Michael Guckert
,
Birgit Assmus
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DOI
URL
A Systematic Review on Explainable AI for Time Series Classification
Nils Gumpfer
,
Jana Fischer
,
Louis Peter
,
Jennifer Hannig
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DOI
Beyond Local Inspection: Global, Guideline-Grounded Evaluation of Post-hoc XAI Methods for ECG Classification
Nils Gumpfer
,
Michael Guckert
,
Samuel Sossalla
,
Birgit Aßmus
,
Jennifer Hannig
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DOI
Resting electrocardiographic and pulse-wave deep learning identifies exaggerated exercise blood pressure response in elite athletes
Dominic Eckerle
,
Nils Gumpfer
,
Michael Guckert
,
Pascal Bauer
,
Jennifer Hannig
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DOI
URL
Software Frameworks for Explainable AI in Time Series Classification: A Systematic Review
Louis Peter
,
Nils Gumpfer
,
Jana Fischer
,
Christin Seifert
,
Jennifer Hannig
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DOI
URL
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
,
Aniko Ekárt
,
Nils Gumpfer
,
The Anh Han
,
Peter R. Lewis
,
Stephen Marsh
,
Tim Weber
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DOI
URL
SIGNed explanations: Unveiling relevant features by reducing bias
Nils Gumpfer
,
Joshua Prim
,
Till Keller
,
Bernhard Seeger
,
Michael Guckert
,
Jennifer Hannig
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DOI
URL
Mathematical modeling of the molecular switch of TNFR1-mediated signaling pathways applying Petri net formalism and in silico knockout analysis
Leonie K. Amstein
,
Jörg Ackermann
,
Jennifer Hannig
,
Ivan Đikić
,
Simone Fulda
,
Ina Koch
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DOI
URL
Robust Shipping Date Predictions in Manufacturing using High-level Petri Nets
Jana Holznigenkemper
,
Jennifer Hannig
,
Jan-Niklas Keiner
,
Bernhard Seeger
,
Michael Guckert
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DOI
URL
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
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DOI
URL
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