Results 1-20 of 102

Issue DateTitleTypeAuthor(s)
1Oct-2021Fulltext availableOpen AccessRupture 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 
21-Aug-2021Fulltext availableOpen AccessParameter identification for ultrasound shear wave elastography simulationArticleNeidhardt, Maximilian ; Ohlsen, Jakob ; Hoffmann, Norbert  ; Schlaefer, Alexander 
31-Aug-2021Fulltext availableOpen AccessDeep learning for guidewire detection in intravascular ultrasound imagesArticleBargsten, Lennart ; Klisch, Daniel ; Riedl, Katharina Alina ; Wissel, Tobias ; Brunner, Fabian J. ; Schaefers, Klaus ; Graß, Michael ; Blankenberg, Stefan ; Seiffert, Moritz ; Schlaefer, Alexander 
41-Aug-2021Fulltext availableOpen AccessA novel optical needle probe for deep learning-based tissue elasticity characterizationArticleMieling, Till Robin ; Sprenger, Johanna ; Latus, Sarah ; Holstein, Lennart ; Schlaefer, Alexander 
51-Aug-2021Fulltext availableOpen AccessDeep learning for calcium segmentation in intravascular ultrasound imagesArticleHolstein, Lennart ; Riedl, Katharina Alina ; Wissel, Tobias ; Brunner, Fabian J. ; Schaefers, Klaus ; Graß, Michael ; Blankenberg, Stefan ; Seiffert, Moritz ; Schlaefer, Alexander 
61-Aug-2021Fulltext availableOpen AccessMulti-scale input strategies for medulloblastoma tumor classification using deep transfer learningArticleBengs, Marcel ; Pant, Satish ; Bockmayr, Michael ; Schüller, Ulrich ; Schlaefer, Alexander 
71-Aug-2021Fulltext availableOpen AccessTracking heart surface features to determine myocardial contrast agent enrichmentArticleSprenger, Johanna ; Petersen, Johannes ; Neumann, Niklas ; Reichenspurner, Hermann ; Russ, Detlef ; Detter, Christian ; Schlaefer, Alexander 
812-Jul-2021Fulltext availableOpen AccessThree-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRIArticleBengs, Marcel ; Behrendt, Finn ; Krüger, Julia ; Opfer, Roland ; Schlaefer, Alexander 
914-Jun-2021Fulltext availableOpen AccessCapsule networks for segmentation of small intravascular ultrasound image datasetsArticleBargsten, Lennart ; Raschka, Silas ; Schlaefer, Alexander 
1013-Apr-2021Automated robotic surface scanning with optical coherence tomographyChapter/Article (Proceedings)Sprenger, Johanna ; Saathoff, Thore Lübbo Ilmari ; Schlaefer, Alexander 
11Feb-2021Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNetsChapter/Article (Proceedings)Bengs, Marcel ; Bockmayr, Michael ; Schüller, Ulrich ; Schlaefer, Alexander 
1225-Jan-2021Modelling shear wave propagation in soft tissue surrogates using a finite element‐ and finite difference methodChapter/Article (Proceedings)Ohlsen, Jakob ; Neidhardt, Maximilian ; Schlaefer, Alexander ; Hoffmann, Norbert  
132021Concentration‐Specific Constitutive Modeling of Gelatin Based on Artificial Neural NetworksArticleAbdolazizi, Kian Philipp ; Linka, Kevin ; Sprenger, Johanna ; Neidhardt, Maximilian ; Schlaefer, Alexander ; Cyron, Christian J. 
142021Confocal Laser Microscopy for in vivo Intraoperative Application: Diagnostic Accuracy of Investigator and Machine Learning StrategiesArticleEllebrecht, David Benjamin ; Heßler, Nicole ; Schlaefer, Alexander ; Gessert, Nils Thorben 
152021Tailored 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 
162021In-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 
172021Fulltext availableOpen Access4D deep learning for real-time volumetric optical coherence elastographyArticleNeidhardt, Maximilian ; Bengs, Marcel ; Latus, Sarah ; Schlüter, Matthias ; Saathoff, Thore ; Schlaefer, Alexander 
18Oct-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 
1924-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 
2017-Sep-2020Fulltext availableOpen AccessData augmentation for computed tomography angiography via synthetic image generation and neural domain adaptationArticleSeemann, Malte ; Bargsten, Lennart ; Schlaefer, Alexander