Bücher und Buchkapitel
2022
D. Eschweiler, I. Laube, J. Stegmaier
Spatiotemporal Image Generation for Embryomics Applications
In: Biomedical Image Synthesis and Simulation: Methods and Applications
Spatiotemporal Image Generation for Embryomics Applications
In: Biomedical Image Synthesis and Simulation: Methods and Applications
2022
Haarburger, Christoph Karl
Towards computer-aided diagnosis of cancer on radiological images using convolutional neural networks
Towards computer-aided diagnosis of cancer on radiological images using convolutional neural networks
2022
Rippel, Oliver Christoph Johannes
Vision-based open set recognition for industrial inspection systems
Vision-based open set recognition for industrial inspection systems
Journal-Veröffentlichungen
2022
Azad, Reza, Aghdam, Ehsan Khodapanah, Rauland, Amelie, Jia, Yiwei, Avval, Atlas Haddadi, Bozorgpour, Afshin, Karimijafarbigloo, Sanaz, Cohen, Joseph Paul, Adeli, Ehsan, Merhof, Dorit
Medical image segmentation review: The success of u-net
In: arXiv preprint arXiv:2211.14830
Medical image segmentation review: The success of u-net
In: arXiv preprint arXiv:2211.14830
2022
Naunheim, Stephan, Kuhl, Yannick, Solf, Torsten, Schug, David, Schulz, Volkmar and Mueller, Florian
Analysis of a convex time skew calibration for light sharing-based PET detectors
In: Physics in Medicine & Biology
Analysis of a convex time skew calibration for light sharing-based PET detectors
In: Physics in Medicine & Biology
2022
Eva Zentrich, Laura Wassermann, Birgitta Struve, Kristin Selke, Manuela Buettner, Lydia Maria Keubler, Janin Reifenrath, Nina Angrisani, Merle Kempfert, Annika Krause, Olaf Bellmann, Marcin Kopaczka, Dorit Merhof, Marion Bankstahl, André Bleich and Christine Häger
Post-operative severity assessment in sheep
Post-operative severity assessment in sheep
2022
Heather L Green, Marissa Dipiero, Simon Koppers, Jeffrey I Berman, Luke Bloy, Song Liu, Emma McBride, Matthew Ku, Lisa Blaskey, Emily Kuschner, and others
Peak alpha frequency and thalamic structure in children with typical development and autism spectrum disorder
In: Journal of Autism and Developmental Disorders 52 (1)
Peak alpha frequency and thalamic structure in children with typical development and autism spectrum disorder
In: Journal of Autism and Developmental Disorders 52 (1)
2022
Lisa Ernst, Stefan Bruch, Marcin Kopaczka, Dorit Merhof, Andre Bleich, Rene H. Tolba, Steven R. Talbot
A Model-Specific Simplification of the Mouse Grimace Scale Based on the Pain Response of Intraperitoneal CCl4 Injections
In: Scientific Reports
A Model-Specific Simplification of the Mouse Grimace Scale Based on the Pain Response of Intraperitoneal CCl4 Injections
In: Scientific Reports
2022
Laxmi Gupta, Barbara Mara Klinkhammer, Claudia Seikrit, Nina Fan, Nassim Bouteldja, Philipp Gräbel, Michael Gadermayr, Peter Boor and Dorit Merhof
Large-scale extraction of interpretable features provides new insights into kidney histopathology – a proof-of-concept study
In: Journal of Pathology Informatics
Large-scale extraction of interpretable features provides new insights into kidney histopathology – a proof-of-concept study
In: Journal of Pathology Informatics
2022
S. Strauss, A. Runions, B. Lane, D. Eschweiler, N. Bajpai, N. Trozzi, A.-L. Routier-Kierzkowska, S. Yoshida, S. R. da Silveira, A. Vijayan, R. Tofanelli, M. Majda, E. Echevin, C. Le Gloanec, H. Bertrand-Rakusova, M. Adibi, K. Schneitz, G. Bassel, D. Kierzkowski, J. Stegmaier, M. Tsiantis, R. S. Smith
Using Positional Information to Provide Context for Biological Image Analysis with MorphoGraphX 2.0
In: eLife 11
Using Positional Information to Provide Context for Biological Image Analysis with MorphoGraphX 2.0
In: eLife 11
2022
Eva Oswald, Daniel Bug, Anne Grote, Kanstantsin Lashuk, Nassim Bouteldja, Dorothee Lenhard, Anne Löhr, Anke Behnke, Volker Knauff, Anna Edinger, Kerstin Klingner, Gabriele Niedermann, Dorit Merhof, Friedrich Feuerhake and Julia Schueler
The immune cell infiltration pattern in non-small cell lung cancer PDX models is a model immanent feature and correlates with a distinct molecular and phenotypic make-up
In: Journal for ImmunoTherapy of Cancer
The immune cell infiltration pattern in non-small cell lung cancer PDX models is a model immanent feature and correlates with a distinct molecular and phenotypic make-up
In: Journal for ImmunoTherapy of Cancer
2022
Nassim Bouteldja, Barbara M. Klinkhammer, Tarek Schlaich, Peter Boor and Dorit Merhof
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
In: Journal of Pathology Informatics
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
In: Journal of Pathology Informatics
Konferenz-Veröffentlichungen
2022
Naunheim, Stephan, Kuhl, Yannick, Weissler, Bjoern, Schug, David, Radermacher, Harald, Mueller, Florian, Nadig, Vanessa, Yin, Laiyin, Krueger, Karl, Peters, Max, Gebhardt, Pierre, Groß-Weege, Nicolas, Nolte, Teresa, Gegenmantel, Eike, Borgo, Martino, van der Berghe, J, Gareis, D, Celik, T, Aussenhofer, Sebastian, Salomon, Andre, Schaart, Dennis R, Bakker, René, J, Langen K, Kuhl, Christiane and Schulz, Volkmar
The HYPMED PET/MRI Insert for Enhanced Diagnosis of Breast Cancer
In: PSMR 2022 Elba
The HYPMED PET/MRI Insert for Enhanced Diagnosis of Breast Cancer
In: PSMR 2022 Elba
2022
Naunheim, Stephan, Kuhl, Yannick, Weissler, Bjoern, Schug, David, Radermacher, Harald, Mueller, Florian, Nadig, Vanessa, Yin, Laiyin, Krueger, Karl, Peters, Max, Gebhardt, Pierre, Groß-Weege, Nicolas, Nolte, Teresa, Gegenmantel, Eike, Borgo, Martino, van der Berghe, J, Gareis, D, Celik, T, Aussenhofer, Sebastian, Salomon, Andre, Schaart, Dennis R, Bakker, René, J, Langen K, Kuhl, Christiane and Schulz, Volkmar
Enhanced Diagnosis of Breast Cancer With The HYPMED PET/MRI Insert
In: IEEE NSS MIC 2022
Enhanced Diagnosis of Breast Cancer With The HYPMED PET/MRI Insert
In: IEEE NSS MIC 2022
2022
Franziska Schrank, Dennis Pantke, Volkmar Schulz
Deep learning MPI super-resolution by implicit representation of the system matrix
In: IJMPI 8 (1 Suppl 1)
Deep learning MPI super-resolution by implicit representation of the system matrix
In: IJMPI 8 (1 Suppl 1)
2022
Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube and Johannes Stegmaier
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks
In: International Conference on Image Processing (ICIP)
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks
In: International Conference on Image Processing (ICIP)
Heidari, Moein, Kazerouni, Amirhossein, Soltany, Milad, Azad, Reza, Aghdam, Ehsan Khodapanah, Cohen-Adad, Julien and Merhof, Dorit
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
2022
Wien, Mathias, Jung, Joel and Baroncini, Vittorio
Formal Visual Evaluation and Study of Objective Metrics for MPEG Dynamic Mesh Coding
In: European Workshop on Visual Information Processing (EUVIP) 2022 (Accepted)
Formal Visual Evaluation and Study of Objective Metrics for MPEG Dynamic Mesh Coding
In: European Workshop on Visual Information Processing (EUVIP) 2022 (Accepted)
Philipp Gräbel, Martina Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Ordinal classification and regression techniques for distinguishing neutrophilic cell maturity stages in human bone marrow
In: International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)
Ordinal classification and regression techniques for distinguishing neutrophilic cell maturity stages in human bone marrow
In: International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)
2022
Marcin Kopaczka, Lisa Ernst, Mareike Schulz, Rene Tolba and Dorit Merhof
Computation of Traveled Distance of Pigs in an Open Field With Fully Convolutional Neural Networks
In: Bildverarbeitung fuer die Medizin (BVM)
Computation of Traveled Distance of Pigs in an Open Field With Fully Convolutional Neural Networks
In: Bildverarbeitung fuer die Medizin (BVM)
