
Suchergebnisse
Alle Typen
Zeitschriftenartikel (6)
2020
Zeitschriftenartikel
10 (1), 10712 (2020)
Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes. Scientific Reports 2019
Zeitschriftenartikel
10, 5753 (2019)
Multi-scale imaging and analysis identify pan-embryo cell dynamics of germlayer formation in zebrafish. Nature Communications
Zeitschriftenartikel
10, 16 (2019)
Ontology patterns for the representation of quality changes of cells in time. Journal of Biomedical Semantics
Zeitschriftenartikel
159, S. 784 - 793 (2019)
A pattern-based approach to a cell tracking ontology. Procedia Computer Science 2018
Zeitschriftenartikel
182, S. 417 - 428 (2018)
Developing 3D microscopy with CLARITY on human brain tissue: Towards a tool for informing and validating MRI-based histology. NeuroImage 2017
Zeitschriftenartikel
6, e28307 (2017)
Cell-accurate optical mapping across the entire developing heart. eLife Konferenzbeitrag (3)
2019
Konferenzbeitrag
Forensic age estimation with Bayesian convolutional neural networks based on panoramic dental X-ray imaging. In: Proceedings of the 2019 International Conference on Medical Imaging with Deep Learning (MIDL). (2019)
Konferenzbeitrag
Convolutional neural network stacking for medical image segmentation in CT scans. In: 2019 Kidney Tumor Segmentation Challenge. MICCAI 2019, Shenzhen, China, 13. Oktober 2019 - 19. Oktober 2019. University of Minnesota Libraries Publishing, Minneapolis, MN (2019)
2018
Konferenzbeitrag
Combining deep learning and active contours opens the way to robust, automated analysis of brain cytoarchitectonics. In: Machine Learning in Medical Imaging 2018, S. 179 - 187. 9th International Workshop on Machine Learning in Medical Imaging, Granada, Spain, 16. September 2018. Springer, Cham (2018)
Meeting Abstract (1)
2018
Meeting Abstract
Iron-induced relaxation mechanisms in the human substantia nigra: Towards quantifying iron load in dopaminergic neurons. In Proceedings of the ISMRM 26th Annual Meeting & Exhibition. Joint Annual Meeting ISMRM-ESMRMB 2018, Paris Expo Porte de Versailles, 16. Juni 2018 - 21. Juni 2019. (2018)
Poster (2)
2019
Poster
Detecting fat artifacts in diffusion MRI with deep learning. 9th IMPRS NeuroCom Summer School, Leipzig, Germany (2019)
2018
Poster
Improving high-resolution qunatitative MRI maps for in-vivo histology MRI of the human brain. Medical Imaging Summer School 2018 - Medical Imaging Meets Deep Learning, Favignana, Italy (2018)
Forschungspapier (2)
2018
Forschungspapier
Combining deep learning and active contours opens the way to robust, automated analysis of brain cytoarchitectonics. BioRxiv (2018)
2017
Forschungspapier
Pan-embryo cell dynamics of germlayer formation in zebrafish. bioRxiv (2017)
Manuskript (1)
2019
Manuskript
A framework for CT image segmentation inspired by the clinical environment. arXiv (2019)