Department Artificial Intelligence in Biomedical Engineering

The Impact of Burst Motor Cortex Stimulation on Cardiovascular Autonomic Modulation in Chronic Pain: A Feasibility Study for a New Approach to Objectively Monitor Therapeutic Effects (2023) Borutta M, Köhn J, Souza de Oliveira D, Del Vecchio A, Engelhorn T, Schwab S, Buchfelder M, Kinfe TM Journal article Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images (2023) Fragoso-Garcia M, Wilm F, Bertram CA, Merz S, Schmidt A, Donovan T, Fuchs-Baumgartinger A, et al. Journal article Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising (2023) Wagner F, Thies M, Pfaff L, Maul N, Pechmann S, Gu M, Utz J, et al. Conference contribution Neural ODEs for Data-driven Automatic Self-Design of Finite-time Output Feedback Control for Unknown Nonlinear Dynamics (2023) Bachhuber S, Weygers I, Seel T Journal article Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model (2023) Shanbhag J, Fleischmann S, Eskofier B, Koelewijn A, Wartzack S, Miehling J Conference contribution, Abstract of a poster Impact of Mixed Precision Techniques on Training and Inference Efficiency of Deep Neural Networks (2023) Dörrich M, Fan M, Kist A Journal article Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control (2023) Fleischmann S, Shanbhag J, Miehling J, Wartzack S, Leyendecker S, Koelewijn A, Eskofier B Conference contribution, Abstract of a poster Recurrent neural networks for generalization towards the vessel geometry in autonomous endovascular guidewire navigation in the aortic arch (2023) Karstensen L, Ritter J, Hatzl J, Ernst F, Langejürgen J, Uhl C, Mathis-Ullrich F Journal article Adjustments in the motor unit discharge behavior following neuromuscular electrical stimulation compared to voluntary contractions (2023) Borzuola R, Nuccio S, Scalia M, Parrella M, Del Vecchio A, Bazzucchi I, Felici F, Macaluso A Journal article Prediction of the effect of stack height on running biomechanics using optimal control simulation (2023) Wang C, Nitschke M, Stefanyshyn D, Wannop JW, Luckfiel T, Schlarb H, Koelewijn A Conference contribution, Original article