• Heinz Nixdorf Chair of Biomedical Electronics: 
    • 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
    • Klenk, C., Wiest, J.: "cellasys #8: A microphysiometric assay to asses enhanced cell culture media", ALTEX Proceedings, 2021, 9, 1, 207
    • 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… BibTeX Volltext ( 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 )
    • Peschke, Katja; Lengl, Manuel; Röhrl, Stefan; Maurer, Carlo; Klenk, Christian; Fresacher, David; Harb, Farid; Hafez, Nawal; Orben, Felix; Öllinger, Rupert; Madej, Joanna; Saur, Dieter; Rad, Roland; Schneider, Gunter; Hayden, Oliver; Diepold, Klaus; Reichert, Maximillian: Label-free Digital Holographic Microscopy to Characterize Inter- and Intratumoral Heterogeneity in Pancreatic Cancer. Gastroenterology 162 (7, Supplement ), 2022, S-732
    • 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… BibTeX Volltext ( DOI )


 
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