A MIMO-ANN system for increasing data rates in organic visible light communications systems. - Paul Anthony Haigh; Zabih Ghassemlooy; Ioannis Papakonstantinou; Francesco Tedde; Sandro Francesco Tedde; Oliver Hayden; Sujan Rajbhandari (ICC, 2013)

Organic visible light communications: Recent progress. - Paul Anthony Haigh; Zabih Ghassemlooy; Francesco Bausi; Ioannis Papakonstantinou; Hoa Le Minh; Sandro Francesco Tedde; Oliver Hayden; Franco Cacialli (ICTON, 2014)

Cell segmentation in digital holographic images. - Noha El-Zehiry; Oliver Hayden; Ali Kamen (ISBI, 2016)

One Binder to Bind Them All. - Oliver Hayden (Sensors, 2016)

Autoencoder Features for Differentiation of Leukocytes Based on Digital Holographic Microscopy (DHM). - Stefan Röhrl; Matthias Ugele; Christian Klenk; Dominik Heim; Oliver Hayden; Klaus Diepold (EUROCAST (2), 2019)

A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification. - Alice Hein; Stefan Röhrl; Thea Grobel; Manuel Lengl; Nawal Hafez; Martin Knopp; Christian Klenk; Dominik Heim; Oliver Hayden; Klaus Diepold (IJCNN, 2022)

Detecting Cognitive Features of Videos Using EEG Signal. - Qasem Qananwah; Ali Mohammad Alqudah; Moh'd Alodat; Ahmad Dagamseh; Oliver Hayden (Comput. J., 2022)

Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis. - Stefan Röhrl; Alice Hein; Lucie Huang; Dominik Heim; Christian Klenk; Manuel Lengl; Martin Knopp; Nawal Hafez; Oliver Hayden; Klaus Diepold (CoRR, 2022)

Capacitive Sensor and Alternating Drive Mixing for Microfluidic Applications Using Micro Diaphragm Pumps. - Thomas Thalhofer; Mauro Keck; Sebastian Kibler; Oliver Hayden (Sensors, 2022)

Joint Particle Detection and Analysis by a CNN and Adaptive Norm Minimization Approach. - Michael Baur; Mathias Reisbeck; Oliver Hayden; Wolfgang Utschick (IEEE Trans. Biomed. Eng., 2022)

Explainable Artificial Intelligence for Cytological Image Analysis. - Stefan Röhrl; Hendrik Maier; Manuel Lengl; Christian Klenk; Dominik Heim; Martin Knopp; Simon Schumann; Oliver Hayden; Klaus Diepold (AIME, 2023)

Measurement of Platelet Aggregation in Ageing Samples and After in-Vitro Activation. - Christian Klenk; David Elias Fresacher; Stefan Röhrl; Dominik Heim; Manuel Lengl; Simon Schumann; Martin Knopp; Klaus Diepold; Stefan Holdenrieder; Oliver Hayden (BIOIMAGING, 2023)

Explainable Feature Learning with Variational Autoencoders for Holographic Image Analysis. - Stefan Röhrl; Lukas Bernhard; Manuel Lengl; Christian Klenk; Dominik Heim; Martin Knopp; Simon Schumann; Oliver Hayden; Klaus Diepold (BIOIMAGING, 2023)

Composition Counts: A Machine Learning View on Immunothrombosis using Quantitative Phase Imaging. - David Elias Fresacher; Stefan Röhrl; Christian Klenk; Johanna Erber; Hedwig Irl; Dominik Heim; Manuel Lengl; Simon Schumann; Martin Knopp; Martin Schlegel; Sebastian Rasch; Oliver Hayden; et al. (MLHC, 2023)

Grease the gears for a steady microfluidic flow. - Moritz Leuthner; Oliver Hayden (CoRR, 2023)

Towards Interpretable Classification of Leukocytes based on Deep Learning. - Stefan Röhrl; Johannes Groll; Manuel Lengl; Simon Schumann; Christian Klenk; Dominik Heim; Martin Knopp; Oliver Hayden; Klaus Diepold (CoRR, 2023)

AI-Enhanced Detection of Cellular Aggregate Biomarkers For Point-of-Care Using Digital Holographic Microscopy. - Qianyu Chen; Matthew Edward Cove; Kerem Delikoyun; Klaus Diepold; Oliver Hayden; Win Sen Kuan; Wei Liu; John Tshon Yit Soong (BIBM, 2024)

Feature Extraction by Image Transformations for Cell Image Classification. - Stefan Röhrl; Franziska Steinmetz; Philipp Paukner; Manuel Lengl; Simon Schumann; David Elias Fresacher; Christian Klenk; Dominik Heim; Martin Knopp; Katja Peschke; Maximilian Reichert; Oliver Hayden; et al. (BIBM, 2024)

Unsupervised high-throughput segmentation of cells and cell nuclei in quantitative phase images. - Julia Sistermanns; Ellen Emken; Oliver Hayden; Gregor Weirich; Wolfgang Utschick (ISBI, 2024)

OAH-Net: A Deep Neural Network for Hologram Reconstruction of Off-axis Digital Holographic Microscope. - Wei Liu; Kerem Delikoyun; Qianyu Chen; Alperen Yildiz; Si Ko Myo; Win Sen Kuan; John Tshon Yit Soong; Matthew Edward Cove; Oliver Hayden; Hweekuan Lee (CoRR, 2024)

Impact of Biased Data Injection on Model Integrity in Federated Learning. - Manuel Lengl; Marc Benesch; Stefan Röhrl; Simon Schumann; Martin Knopp; Oliver Hayden; Klaus Diepold (BIOSTEC (1), 2025)

Homomorphic Encryption in Federated Medical Image Classification. - Manuel Lengl; Simon Schumann; Stefan Röhrl; Oliver Hayden; Klaus Diepold (ICAIC, 2025)