Publikationen

Jens Krauth; Stefan Gerlach; Christian Marzahl; Jörn Voigt; Heinz Handels

Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies

In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2019. Workshop Bildverarbeitung für die Medizin (BVM-2019), March 20-22, Lübeck, Germany, Pages 37-42, ISBN 978-3-658-25326-4, Springer Fachmedien Wiesbaden, 2019.

Sandra Schultz; Julia Krüger; Heinz Handels; Jan Ehrhardt

Bayesian inference for uncertainty quantification in point-based deformable image registration

In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, California, USA, Pages 459-466, Vol. 10949, SPIE, 2019.

Julia Krüger; Jan Ehrhardt; Sandra Schultz; Heinz Handels

A probabilistic approach for the registration of images with missing correspondences

In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, California, USA, Pages 550-557, Vol. 10949, SPIE, 2019.

Timo Kepp; Jan Ehrhardt; Mattias P. Heinrich; Gereon Hüttmann; Heinz Handels

Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks

In: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). IEEE International Symposium on Biomedical Imaging (ISBI-2019), April 8-11, Venice, Italy, Pages 1437-1440, IEEE, 2019.

Timo Kepp; Christine Droigk; Malte Casper; Michael Evers; Gereon Hüttmann; Nunciada Salma; Dieter Manstein; Mattias P. Heinrich; Heinz Handels

Segmentation of mouse skin layers in optical coherence tomography image data using deep convolutional neural networks

In: Christoph Hitzenberger (Hrsg.). Biomedical Optics Express, Vol. 10, No. 7, Pages 3484-3496, OSA, 7/2019.

Niclas Kath; Heinz Handels; Andre Mastmeyer

Robust GPU-based virtual reality simulation of radio-frequency ablations for various needle geometries and locations

In: H.U. Lemke; Franziska Schweikert (Hrsg.). International journal of computer assisted radiology and surgery (IJCARS), Vol. 14, No. 11, Pages 1825-1835, Springer, 2019.

Noshaba Cheema

In Silico User Testing for Mid-Air Interactions with Deep Reinforcement Learning

Mastersthesis, Saarland University, 9/2019.

Noshaba Cheema

Fine-Grained Semantic Segmentation of Motion Capture Data using Convolutional Neural Networks

Mastersthesis, Saarland University, 3/2019.

Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

Evaluation of Image Processing Methods for Clinical Applications

In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2019. Workshop Bildverarbeitung für die Medizin (BVM-2019), March 17-19, Lübeck, Germany, Pages 15-20, ISBN 978-3-658-25326-4, Springer Fachmedien Wiesbaden, 2019.