Publikationen AIMedI

In: Movement Disorders, John Wiley & Sons (Wiley), 5/2023.

In: Computer Aided Diagnosis. SPIE Medical Imaging (SPIE-2023), February 19-23, San Diego, Kalifornien, USA, SPIE, 2023.

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In: IEEE ICASSP 2023 - Conference Proceedings. International Conference on Acoustics, Speech and Signal Processing (ICASSP-2023), June 4-10, Rhodes Island, Greece, ISBN 978-1-7281-6328-4, IEEE, 2023.

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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.

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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.

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In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, Pages 1-12, Springer, 2022.

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In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, No. 4, Pages 699-710, Springer, 2022.

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In: Medical Imaging 2022: Computer-Aided Diagnosis. SPIE Medical Imaging, Pages 908-913, Vol. 12033, SPIE, 2022.

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In: Studies in Health Technology and Informatics, Vol. 294, Pages 357-361, IOS Press, 2022.

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In: Physics in Medicine & Biology, Vol. 67, Pages 1-18, IOP Publishing, 2022.

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Künstliche Intelligenz in der medizinischen Bildverarbeitung

PUBLIKATIONEN

Automated Motor Tic Detection: A Machine Learning Approach

Shape-based Segmentation of Retinal Layers and Fluids in OCT Image Data

Towards Privacy and Utility in Tourette Tic Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects

Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering

Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images

A systematic comparison of generative models for medical images

Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies

Synthesis of annotated pathological retinal OCT data with pathology-induced deformations

Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks

Registration of histological brain images onto optical coherence tomography images based on shape information

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