Künstliche Intelligenz in der medizinischen Bildverarbeitung

AI in Medical Image and Signal Processing

Publications

Page 4 of 7.

Roland Stenger; Sebastian Loens; Feline Hamami; Nele Brügge; Tobias Bäumer; Sebastian Fudickar
Extended Head Pose Estimation on Synthesized Avatars for Determining the Severity of Cervical Dystonia
In: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023) - HEALTHINF. International Conference on Health Informatics (HEALTHINF-2023), Pages 354-359, ISBN ISBN 978-989-758-631-6, SciTePress, 2023.
Julia Andresen; Timo Kepp; Michael Wang-Evers; Jan Ehrhardt; Dieter Manstein; Heinz Handels
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering
In: Klaus Maier-Hein; Thomas M Deserno; Heinz Handels; Andreas Maier; Christoph Palm; Thomas Tolxsdorff (Hrsg.). Bildverarbeitung für die Medizin 2022. Pages 1-6, Informatik aktuell (INFORMAT), Springer, 2022.
Timo Kepp; Julia Andresen; Helge Sudkamp; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Jan Ehrhardt; Heinz Handels
Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images
In: Klaus Maier-Hein; Thomas M Deserno; Heinz Handels; Andreas Maier; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2022. Pages 32-37, Springer, 2022.
Hristina Uzunova; Matthias Wilms; Nils D Forkert; Heinz Handels; Jan Ehrhardt
A systematic comparison of generative models for medical images
In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, Pages 1-12, Springer, 2022.
Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies
In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, No. 4, Pages 699-710, Springer, 2022.
Hristina Uzunova; Leonie Basso; Jan Ehrhardt; Heinz Handels
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations
In: Medical Imaging 2022: Computer-Aided Diagnosis. SPIE Medical Imaging, Pages 908-913, Vol. 12033, SPIE, 2022.
Hannes Ulrich; Hristina Uzunova; Heinz Handels; Josef Ingenerf
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks
In: Studies in Health Technology and Informatics, Vol. 294, Pages 357-361, IOS Press, 2022.
Paul Strenge; Birgit Lange; Christin Grill; Wolfgang Draxinger; Veit Danicke; Dirk Theisen-Kunde; Christian Hagel; Sonja Spahr-Hess; Matteo M Bonsanto; Robert Huber; Heinz Handels; Ralf Brinkmann
Registration of histological brain images onto optical coherence tomography images based on shape information
In: Physics in Medicine & Biology, Vol. 67, Pages 1-18, IOP Publishing, 2022.
P. Strenge; B. Lange; C. Grill; W. Draxinger; V. Danicke; D. Theisen-Kunde; Heinz Handels; C. Hagel; M. Bonsanto; R. Huber; R. Brinkmann
Creating a depth-resolved OCT-dataset for supervised classification based on ex vivo human brain samples
In: Joseph A. Izatt; James G. Fujimoto (Hrsg.). Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXV. SPIE Photonics West, March 6-11, San Francisco, CA, USA, Pages 78-85, Proceedings of SPIE, Vol. 11630, SPIE, 4/2021.
Hristina Uzunova; Heinz Handels; Jan Ehrhardt
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: Proceedings of Machine Learning Research. Medical Imaging with Deep Learning (MIDL-2021), July 7-9, Lübeck/Virtual, Germany, MLResearchPress, 2021.

Links

Contact

Office:
Phone: +49 451 3101 5600
AIMedI-sek@dfki.de