Oliver Hayden

According to our database, Oliver Hayden authored at least 27 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

From Injection to Detection: Analyzing the Impact of Anomalous Data in Federated Learning.

Manuel Lengl, Marc Benesch, Stefan Röhrl, Simon Schumann, Martin Knopp, Oliver Hayden, Klaus Diepold

SN Comput. Sci., February, 2026

Reconstructing Patched or Partial Holograms to Allow for Whole Slide Imaging with a Self-Referencing Holographic Microscope.

Philip Groult, Julia Sistermanns, Ellen Emken, Oliver Hayden, Wolfgang Utschick

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

TriAgent: Automated Biomarker Discovery with Deep Research Grounding for Triage in Acute Care by LLM-Based Multi-Agent Collaboration.

Kerem Delikoyun, Qianyu Chen, Win Sen Kuan, John Tshon Yit Soong, Matthew Edward Cove, Oliver Hayden

CoRR, October, 2025

Real-time deep learning phase imaging flow cytometer reveals blood cell aggregate biomarkers for haematology diagnostics.

Kerem Delikoyun, Qianyu Chen, Liu Wei, Si Ko Myo, Johannes Krell, Martin Schlegel, Win Sen Kuan, John Tshon Yit Soong, Gerhard Schneider, Clarissa Prazeres da Costa, Percy A. Knolle, Laurent Renia, Matthew Edward Cove, Hweekuan Lee, Klaus Diepold, Oliver Hayden

CoRR, August, 2025

Diffuse, Synthesize, Classify: Generating Synthetic Leukocyte Images to Train Privacy-Preserving Classifier.

Manuel Lengl, Simon Schumann, Stefan Röhrl, Martin Knopp, Oliver Hayden, Klaus Diepold

Proceedings of the 2025 12th International Conference on Biomedical and Bioinformatics Engineering, 2025

Homomorphic Encryption in Federated Medical Image Classification.

Manuel Lengl, Simon Schumann, Stefan Röhrl, Oliver Hayden, Klaus Diepold

Proceedings of the 4th IEEE International Conference on AI in Cybersecurity, 2025

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

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

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

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

Julia Sistermanns, Ellen Emken, Oliver Hayden, Gregor Weirich, Wolfgang Utschick

Proceedings of the IEEE International Symposium on Biomedical Imaging, 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, Klaus Diepold

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

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

Grease the gears for a steady microfluidic flow.

Moritz Leuthner, Oliver Hayden

CoRR, 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, Klaus Diepold

Proceedings of the Machine Learning for Healthcare Conference, 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

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 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

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

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

Proceedings of the Artificial Intelligence in Medicine, 2023

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

Capacitive Sensor and Alternating Drive Mixing for Microfluidic Applications Using Micro Diaphragm Pumps.

Thomas Thalhofer, Mauro Keck, Sebastian Kibler, Oliver Hayden

Sensors, 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

Detecting Cognitive Features of Videos Using EEG Signal.

Qasem Qananwah, Ali Mohammad Alqudah, Moh'd Alodat, Ahmad Dagamseh, Oliver Hayden

Comput. J., 2022

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

Proceedings of the International Joint Conference on Neural Networks, 2022

2019

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

Stefan Röhrl, Matthias Ugele, Christian Klenk, Dominik Heim, Oliver Hayden, Klaus Diepold

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

2016

One Binder to Bind Them All.

Oliver Hayden

Sensors, 2016

Cell segmentation in digital holographic images.

Noha El-Zehiry, Oliver Hayden, Ali Kamen

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2014

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

Proceedings of the 16th International Conference on Transparent Optical Networks, 2014

2013

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

Proceedings of IEEE International Conference on Communications, 2013