Department Artificial Intelligence in Biomedical Engineering

Natural Synthetic Anomalies for Self-supervised Anomaly Detection and Localization (2022) Schlüter HM, Tan J, Hou B, Kainz B Conference contribution Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm (2022) Bertram CA, Marzahl C, Bartel A, Stayt J, Bonsembiante F, Beeler-Marfisi J, Barton AK, et al. Journal article An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility (2022) Schmidt LM, Brosig J, Plinge A, Eskofier B, Mutschler C Conference contribution A variational Bayesian method for similarity learning in non-rigid image registration (2022) Grzech D, Azampour MF, Glocker B, Schnabel J, Navab N, Kainz B, Folgoc LL Conference contribution How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies (2022) Schmidt LM, Rietsch S, Plinge A, Eskofier B, Mutschler C Conference contribution Computer Assistance: A New Gold Standard for the Mitotic Count? (2022) Bertram CA, Aubreville M, Donovan TA, Bartel A, Wilm F, Marzahl C, Assenmacher CA, et al. Journal article Unsupervised Myocontrol of a Virtual Hand Based on a Coadaptive Abstract Motor Mapping (2022) Gigli A, Gijsberts A, Castellini C Conference contribution A Comprehensive Framework for the Modelling of Cartesian Force Output in Human Limbs (2022) Sierotowicz M, Lotti N, Rupp R, Masia L, Castellini C Conference contribution Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment (2022) Weise T, Maier A, Nöth E, Heismann B, Schuster M, Yang SH Conference contribution, Conference Contribution Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning (2022) Simpetru RC, Oßwald M, Braun D, Souza de Oliveira D, Cakici AL, Del Vecchio A Conference contribution