Abstract
The proceedings contain 75 papers. The special focus in this conference is on Bildverarbeitung fur die Medizin. The topics include: Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network; synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies; Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRI; Deep segmentation refinement with result-dependent learning: A double U-net for hip joint segmentation in MRI; automatic Estimation of Cochlear Duct Length and Volume Size; interactive Neural Network Robot User Investigation for Medical Image Segmentation; Tracing of Nerve Fibers Through Brain Regions of Fiber Crossings in Reconstructed 3D-PLI Volumes; Dilated deeply supervised networks for hippocampus segmentation in MRI; Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CT; automatic Detection of Blood Vessels in Optical Coherence Tomography Scans; Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CT; smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus; user Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction; sodium Image Denoising Based on a Convolutional Denoising Autoencoder; improved X-Ray Bone Segmentation by Normalization and Augmentation Strategies; multi-Modal Super-Resolution with Deep Guided Filtering; semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration; pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation; Blind Rigid Motion Estimation for Arbitrary MRI Sampling Trajectories; maximum Likelihood Estimation of Head Motion Using Epipolar Consistency; Prediction of Liver Function Based on DCE-CT; Retrospective Blind MR Image Recovery with Parametrized Motion Models; phase-Sensitive Region-of-Interest Computed Tomography.
Original language | English |
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Publisher | Springer Verlag |
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Number of pages | 356 |
ISBN (Print) | 978-3-658-25326-4 |
ISBN (Electronic) | 978-3-658-25325-7 |
DOIs | |
Publication status | Published - 01.03.2019 |
Event | Workshop on Bildverarbeitung fur die Medizin 2019 - Lübeck, Germany Duration: 17.03.2019 → 19.03.2019 Conference number: 224899 |
Publication series
Name | Informatik aktuell |
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Publisher | Springer Vieweg |
ISSN (Print) | 1431-472X |