Oliver Hayden

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Oliver Hayden

Prof. Dr. rer. nat.

 https://orcid.org/0000-0002-2678-8663
1998 …2025

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  • 2025

    Homomorphic Encryption in Federated Medical Image Classification

    Lengl, M., Schumann, S., Rohrl, S., Hayden, O. & Diepold, K., 2025, 2025 IEEE 4th International Conference on AI in Cybersecurity, ICAIC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE 4th International Conference on AI in Cybersecurity, ICAIC 2025).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2024

    AI-Enhanced Detection of Cellular Aggregate Biomarkers For Point-of-Care Using Digital Holographic Microscopy

    Chen, Q., Cove, M. E., Delikoyun, K., Diepold, K., Hayden, O., Kuan, W. S., Liu, W. & Soong, J., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5610-5615 6 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Design Studies and Optimization of Acoustic Pressure in Acoustofluidic Cell Manipulation Platforms

    Leikam, B., Pandey, S., Hayden, O. & Schrag, G., 2024, 2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024. Institute of Electrical and Electronics Engineers Inc., (2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Discrimination of bacterial concentrations of Staphylococcus Aureus based on statistical spectral analysis using a Smart-Spacer prototype with a low-resolution spectrometer unit as an application during two-stage total endoprosthesis (TEP) revision

    Tran, N. B., Bub, V. D., Dillitzer, C. O. & Hayden, O., 2024, Microfluidics, BioMEMS, and Medical Microsystems XXII. Gray, B. L., Rapp, B. E. & Dalton, C. (eds.). SPIE, 128370D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12837).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Extraction by Image Transformations for Cell Image Classification

    Röhrl, S., Steinmetz, F., Paukner, P., Lengl, M., Schumann, S., Fresacher, D., Klenk, C., Heim, D., Knopp, M., Peschke, K., Reichert, M., Hayden, O. & Diepold, K., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5073-5080 8 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Leukocyte activation assay using: AI-enhanced digital holographic microscopy

    Delikoyun, K., Chen, Q., Krell, J., Myo, S. K., Schlegel, M., Schneider, G., Cove, M., Yit, J. S. T., Diepold, K. & Hayden, O., 2024, Proceedings of the 10th World Congress on Electrical Engineering and Computer Systems and Sciences, EECSS 2024. Benedicenti, L. (ed.). Avestia Publishing, (Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unsupervised high-throughput segmentation of cells and cell nuclei in quantitative phase images

    Sistermanns, J., Emken, E., Hayden, O., Weirich, G. & Utschick, W., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2023

    Explainable Artificial Intelligence for Cytological Image Analysis

    Röhrl, S., Maier, H., Lengl, M., Klenk, C., Heim, D., Knopp, M., Schumann, S., Hayden, O. & Diepold, K., 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 75-85 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2022

    A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification

    Hein, A., Rohrl, S., Grobel, T., Lengl, M., Hafez, N., Knopp, M., Klenk, C., Heim, D., Hayden, O. & Diepold, K., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2021

    Cell transport using piezoelectric micro diaphragm pumps

    Bußmann, A., Thalhofer, T., Daum, L., Richter, M. & Hayden, O., 2021, MikroSystemTechnik Kongress 2021: Mikroelektronik, Mikrosystemtechnik und ihre Anwendungen - Innovative Produkte fur zukunftsfahige Markte, Proceedings. VDE VERLAG GMBH, p. 290-293 4 p. (MikroSystemTechnik Kongress 2021: Mikroelektronik, Mikrosystemtechnik und ihre Anwendungen - Innovative Produkte fur zukunftsfahige Markte, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Pressure Pulse Classification for Flow Disturbance Detection in Micro Diaphragm Pumps

    Thalhofer, T., Heinrich, F. & Hayden, O., 2021, MikroSystemTechnik Kongress 2021: Mikroelektronik, Mikrosystemtechnik und ihre Anwendungen - Innovative Produkte fur zukunftsfahige Markte, Proceedings. VDE VERLAG GMBH, p. 636-639 4 p. (MikroSystemTechnik Kongress 2021: Mikroelektronik, Mikrosystemtechnik und ihre Anwendungen - Innovative Produkte fur zukunftsfahige Markte, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • TWO-PHOTON MICROSCOPY AND ACOUSTIC TRAPPING FOR THE ANALYSIS OF CELL OSMOSIS

    Sailer, B., Kellerer, T., Barnkob, R., Hellerer, T. & Hayden, O., 2021, MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 897-898 2 p. (MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2020

    Autoencoder Features for Differentiation of Leukocytes Based on Digital Holographic Microscopy (DHM)

    Röhrl, S., Ugele, M., Klenk, C., Heim, D., Hayden, O. & Diepold, K., 2020, Computer Aided Systems Theory – EUROCAST 2019 - 17th International Conference, Revised Selected Papers. Moreno-Díaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 281-288 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12014 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cell manipulation via acoustic forces in a spherical microchamber

    Sailer, B., Barnkob, R. & Hayden, O., 2020, MicroTAS 2020 - 24th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 254-255 2 p. (MicroTAS 2020 - 24th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2016

    Cell segmentation in digital holographic images

    El-Zehiry, N., Hayden, O. & Kamen, A., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 209-212 4 p. 7493246. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2014

    Organic visible light communications: Recent progress

    Haigh, P. A., Ghassemlooy, Z., Bausi, F., Papakonstantinou, I., Le Minh, H., Tedde, S. F., Hayden, O. & Cacialli, F., 2014, ICTON 2014 - 16th International Conference on Transparent Optical Networks. IEEE Computer Society, 6876610. (International Conference on Transparent Optical Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations
  • 2013

    A MIMO-ANN system for increasing data rates in organic visible light communications systems

    Haigh, P. A., Ghassemlooy, Z., Papakonstantinou, I., Tedde, F., Tedde, S. F., Hayden, O. & Rajbhandari, S., 2013, 2013 IEEE International Conference on Communications, ICC 2013. Institute of Electrical and Electronics Engineers Inc., p. 5322-5327 6 p. 6655433. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    28 Scopus citations
  • 2011

    Monitoring light scattering characteristics of adherent cell cultures using a lab-on-a-chip

    Charwat, V., Muellner, P., Hainberger, R., Purtscher, M., Ertl, P., Tedde, S. & Hayden, O., 2011, 2011 ICO International Conference on Information Photonics, IP 2011. 5953790. (2011 ICO International Conference on Information Photonics, IP 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2005

    Acoustic transducers and softlithography - Detection of biological analytes

    Dickert, F. L., Hayden, O., Chen, X., Krassnig, S. & Kauling, J., 2005, Proceedings of the IEEE International Symposium on Industrial Electronics 2005, ISIE 2005. p. 1079-1080 2 p. 1529073. (IEEE International Symposium on Industrial Electronics; vol. III).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations