Ugele M., Weniger M., Leidenberger M., Huang Y., Bassler M., Friedrich O., Kappes B., Hayden O., Richter L.: Label-free, high-throughput detection of P. falciparum infection in sphered erythrocytes with digital holographic microscopy. Lab Chip. 2018 Jun 12;18(12):1704-1712. doi: 10.1039/c8lc00350e
Ugele M., Weniger M., Stanzel M., Bassler M., Krause S.W., Friedrich O., Hayden O.,5, Richter L.: Label-Free High-Throughput Leukemia Detection by Holographic Microscopy. Adv Sci (Weinh). eCollection, 2018 Oct 11;5(12):1800761. doi: 10.1002/advs.201800761
Klenk, C., Heim, D., Ugele, M., Hayden, O.: "Impact of sample preparation on holographic imaging of leukocytes." Optical Engineering 59.10 (2019): 102403.
Klenk, C., Wiest, J.: cellasys #8: A microphysioimetric assay to asses enhanced cell culture media, 11th World Congress on Alternatives and Animal Use in the Life Science, Abstract overview, 2020, 33
Röhrl, S., Hein, A., Huang, L., Heim, D., Klenk, C., Lengl, M., Knopp, M., Hafez, N., Hayden, O., Diepold, .: Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis, 2nd Workshop on Interpretable Machine Learning in Healthcare (IMLH 2022)
Hein, Alice; Röhrl, Stefan; Grobel, Thea; Lengl, Manuel; Hafez, Nawal; Knopp, Martin; Klenk, Christian; Heim, Dominik; Hayden, Oliver; Diepold, Klaus: A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification, 2022 International Joint Conference on Neural Networks (IJCNN), IEEE
Klenk, S. Röhrl, M. Cortina1, D. E. Fresacher, K. Diepold, O. Hayden: Blutzellaggregate als neue Biomarkerklasse für POC Hämatologie Automaten, 68, 5. MÜNCHNER POCT SYMPOSIUM, Neue Perspektiven für Querschnittstechnologien und erweiterte Anwendungsgebiete
Chair of Data Processing:
Hafez, Nawal; Dietrich, Vincent; Roehrl, Stefan: Analysis of Different Methods to Close the Reality Gap for Instance Segmentation in a Flexible Assembly Cell. In: Advances in Service and Industrial Robotics. Springer International Publishing, 2020 mehr…BibTeXVolltext ( DOI )
Hein, Alice; Rohrl, Stefan; Grobel, Thea; Lengl, Manuel; Hafez, Nawal; Knopp, Martin; Klenk, Christian; Heim, Dominik; Hayden, Oliver; Diepold, Klaus: A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification. 2022 International Joint Conference on Neural Networks (IJCNN), IEEE, 2022 mehr… BibTeX Volltext ( DOI )
Röhrl, Stefan; Janotte, Christian; Klenk, Christian; Heim, Dominik; Lengl, Manuel; Hein, Alice; Knopp, Martin; Hayden, Oliver; Diepold, Klaus: Rethinking Usability Heuristics for Modern Biomedical Interfaces. The Sixteenth International Conference on Advances in Computer-Human Interactions (ACHI), 2023 mehr… BibTeX
Röhrl, Stefan; Bernhard, Lukas; Lengl, Manuel; Klenk, Christian; Heim, Dominik; Knopp, Martin; Schumann, Simon; Hayden, Oliver; Diepold, Klaus: Explainable Feature Learning with Variational Autoencoders for Holographic Image Analysis. Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2023 mehr… BibTeX Volltext ( DOI )
Röhrl, Stefan; Groll, Johannes; Lengl, Manuel; Schumann, Simon; Klenk, Christian; Heim, Dominik; Knopp, Martin; Hayden, Oliver; Diepold, Klaus: Towards Interpretable Classification of Leukocytes based on Deep Learning. 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 2023 mehr… BibTeX
Klenk, Christian; Fresacher, David; Röhrl, Stefan; Heim, Dominik; Lengl, Manuel; Schumann, Simon; Knopp, Martin; Diepold, Klaus; Holdenrieder, Stefan; Hayden, Oliver: Measurement of Platelet Aggregation in Ageing Samples and After in-Vitro Activation. Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2023 mehr… BibTeX Volltext ( DOI )
Röhrl, Stefan; Maier, Hendrik; Lengl, Manuel; Klenk, Christian; Heim, Dominik; Knopp, Martin; Schumann, Simon; Hayden, Oliver; Diepold, Klaus: Explainable Artificial Intelligence for Cytological Image Analysis. In: Jose M. Juarez, Mar Marcos, Gregor Stiglic, Allan Tucker (Hrsg.): Artificial Intelligence in Medicine. Springer Nature Switzerland, 2023 mehr…BibTeXVolltext ( DOI )