Results 1-20 of 90

Issue DateTitleTypeAuthor(s)
1Feb-2021Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNetsChapter/Article (Proceedings)Bengs, Marcel ; Bockmayr, Michael ; Schüller, Ulrich ; Schlaefer, Alexander 
225-Jan-2021Modelling shear wave propagation in soft tissue surrogates using a finite element‐ and finite difference methodArticleOhlsen, Jakob ; Neidhardt, Maximilian ; Schlaefer, Alexander ; Hoffmann, Norbert  
32021Tailored methods for segmentation of intravascular ultrasound images via convolutional neural networksChapter/Article (Proceedings)Bargsten, Lennart ; Riedl, Katharina A. ; Wissel, Tobias ; Brunner, Fabian J. ; Schaefers, Klaus ; Sprenger, Johanna ; Grass, Michael ; Seiffert, Moritz ; Blankenberg, Stefan ; Schlaefer, Alexander 
42021Rupture detection during needle insertion using complex OCT data and CNNsArticleLatus, Sarah ; Sprenger, Johanna ; Neidhardt, Maximilian ; Schadler, Julia ; Ron, Alexandra ; Fitzek, Antonia ; Schlüter, Matthias ; Breitfeld, Philipp ; Heinemann, Axel ; Püschel, Klaus ; Schlaefer, Alexander 
52021In-vivo markerless motion detection from volumetric optical coherence tomography data using CNNsChapter/Article (Proceedings)Sprenger, Johanna ; Neidhardt, Maximilian ; Schlüter, Matthias ; Latus, Sarah ; Gosau, Tobias ; Kemmling, Julia ; Feldhaus, Susanne ; Schumacher, Udo ; Schlaefer, Alexander 
62021Fulltext availableOpen Access4D deep learning for real-time volumetric optical coherence elastographyArticleNeidhardt, Maximilian ; Bengs, Marcel ; Latus, Sarah ; Schlüter, Matthias ; Saathoff, Thore ; Schlaefer, Alexander 
7Oct-2020Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type ClassificationChapter/Article (Proceedings)Bengs, Marcel ; Gessert, Nils Thorben ; Laffers, Wiebke ; Eggert, Dennis ; Westermann, Stephan ; Mueller, Nina A. ; Gerstner, Andreas O. H. ; Betz, Christian Stephan ; Schlaefer, Alexander 
824-Sep-2020Fulltext availableOpen AccessFully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networksArticleKrüger, Julia ; Opfer, Roland ; Gessert, Nils Thorben ; Ostwaldt, Ann-Christin ; Manogaran, Paraveena ; Kitzler, Hagen H. ; Schlaefer, Alexander ; Schippling, Sven 
917-Sep-2020Fulltext availableOpen AccessData augmentation for computed tomography angiography via synthetic image generation and neural domain adaptationArticleSeemann, Malte ; Bargsten, Lennart ; Schlaefer, Alexander 
1017-Sep-2020Fulltext availableOpen Access4D spatio-temporal convolutional networks for object position estimation in OCT volumesArticleBengs, Marcel ; Gessert, Nils Thorben ; Schlaefer, Alexander 
1117-Sep-2020Fulltext availableOpen AccessMulticriterial CNN based beam generation for robotic radiosurgery of the prostateArticleGerlach, Stefan ; Fürweger, Christoph ; Hofmann, Theresa ; Schlaefer, Alexander 
12Sep-2020Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNsArticleGessert, Nils Thorben ; Krüger, Julia ; Opfer, Roland ; Ostwaldt, Ann-Christin ; Manogaran, Praveena ; Kitzler, Hagen H. ; Schippling, Sven ; Schlaefer, Alexander 
13Aug-2020Deep learning with 4D spatio-temporal data representations for OCT-based force estimationArticleGessert, Nils Thorben ; Bengs, Marcel ; Schlüter, Matthias ; Schlaefer, Alexander 
1422-Jul-2020Fulltext availableOpen AccessNeedle tip force estimation by deep learning from raw spectral OCT dataArticleGromniak, Martin ; Gessert, Nils Thorben ; Saathoff, Thore ; Schlaefer, Alexander 
1518-Jun-2020Fulltext availableOpen AccessSpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processingArticleBargsten, Lennart ; Schlaefer, Alexander 
1616-Jun-2020Fulltext availableOpen AccessFeasibility and analysis of CNN-based candidate beam generation for robotic radiosurgeryArticleGerlach, Stefan ; Fürweger, Christoph ; Hofmann, Theresa ; Schlaefer, Alexander 
171-Jun-2020BReP‐SNAP‐T‐54: Efficient Stochastic Optimization Accounting for Uncertainty in HDR Prostate Brachytherapy Needle PlacementArticleGerlach, Stefan ; Siebert, F. ; Schlaefer, Alexander 
1822-May-2020Fulltext availableOpen AccessSpatio-temporal deep learning methods for motion estimation using 4D OCT image dataArticleBengs, Marcel ; Gessert, Nils Thorben ; Schlüter, Matthias ; Schlaefer, Alexander 
198-May-2020Fulltext availableOpen AccessConcept for Markerless 6D Tracking Employing Volumetric Optical Coherence TomographyArticleSchlüter, Matthias ; Glandorf, Lukas ; Gromniak, Martin ; Saathoff, Thore ; Schlaefer, Alexander 
201-May-2020Fulltext availableOpen AccessGeneralization of spatio-temporal deep learning for vision-based force estimationArticleBehrendt, Finn ; Gessert, Nils Thorben ; Schlaefer, Alexander