Department Artificial Intelligence in Biomedical Engineering (AIBE)

Artificial intelligence in the autonomous navigation of endovascular interventions: a systematic review (2023) Robertshaw H, Karstensen L, Jackson B, Sadati H, Rhode K, Ourselin S, Granados A, Booth TC Journal article, Review article End-To-end Evolutionary Neural Architecture Search for Microcontroller Units (2023) Groh R, Kist A Conference contribution 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