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Works (10)

Explainable Artificial Intelligence for Cytological Image Analysis

2023 | Book chapter
DOI: 10.1007/978-3-031-34344-5_10
Contributors: Stefan Röhrl; Hendrik Maier; Manuel Lengl; Christian Klenk; Dominik Heim; Martin Knopp; Simon Schumann; Oliver Hayden; Klaus Diepold
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Explainable Feature Learning with Variational Autoencoders for Holographic Image Analysis

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies
2023 | Conference paper
DOI: 10.5220/0011632800003414
Contributors: Stefan Röhrl; Lukas Bernhard; Manuel Lengl; Christian Klenk; Dominik Heim; Martin Knopp; Simon Schumann; Oliver Hayden; Klaus Diepold
Source: Self-asserted source
Martin Knopp

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
2023 | Conference paper
DOI: 10.5220/0011634200003414
Contributors: Christian Klenk; David Fresacher; Stefan Röhrl; Dominik Heim; Manuel Lengl; Simon Schumann; Martin Knopp; Klaus Diepold; Stefan Holdenrieder; Oliver Hayden
Source: Self-asserted source
Martin Knopp

Composition Counts: A Machine Learning View on Immunothrombosis using Quantitative Phase Imaging

Proceedings of the 8th Machine Learning for Healthcare Conference
2023-08-11 | Conference paper
URI:

https://proceedings.mlr.press/v219/fresacher23a.html

Part of ISSN: 2640-3498
Contributors: Fresacher, David; Röhrl, Stefan; Klenk, Christian; Erber, Johanna; Irl, Hedwig; Heim, Dominik; Lengl, Manuel; Schumann, Simon; Martin Knopp; Schlegel, Martin et al.
Source: Self-asserted source
Martin Knopp

Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis

2nd Workshop on Interpretable Machine Learning in Healthcare (IMLH 2022)
2022 | Conference paper
DOI: 10.48550/ARXIV.2208.08834
Contributors: Martin Knopp; Stefan Röhrl; Alice Hein; Lucie Huang; Dominik Heim; Christian Klenk; Manuel Lengl; Nawal Hafez; Oliver Hayden; Klaus Diepold
Source: Self-asserted source
Martin Knopp

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

2022 International Joint Conference on Neural Networks (IJCNN)
2022-07-18 | Conference paper
DOI: 10.1109/ijcnn55064.2022.9892240
Contributors: Martin Knopp; Alice Hein; Stefan Rohrl; Thea Grobel; Manuel Lengl; Nawal Hafez; Christian Klenk; Dominik Heim; Oliver Hayden; Klaus Diepold
Source: Self-asserted source
Martin Knopp

Fully Automated Chemiluminescence Microarray Analysis Platform for Rapid and Multiplexed SARS-CoV-2 Serodiagnostics

Analytical Chemistry
2022-02-15 | Journal article
DOI: 10.1021/acs.analchem.1c04672
Part of ISSN: 0003-2700
Part of ISSN: 1520-6882
Contributors: Martin Knopp; Julia Klüpfel; Sandra Paßreiter; Nina Weidlein; Martin Ungerer; Ulrike Protzer; Percy Knolle; Oliver Hayden; Martin Elsner; Michael Seidel
Source: Self-asserted source
Martin Knopp

Enthused for Engineering – A Robot Competition to Promote STEM Interests in High School Students

11th International Conference on Education and New Learning Technologies (EDULEARN19)
2019-07 | Conference paper
DOI: 10.21125/edulearn.2019.1594
Part of ISSN: 2340-1117
Contributors: Martin Knopp; Martina Spreng; Ingrid Heiser
Source: Self-asserted source
Martin Knopp

Deep Reinforcement Learning for Formation Control

2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)
2018-08 | Conference paper
DOI: 10.1109/roman.2018.8525765
Contributors: Martin Knopp; Can Aykin; Klaus Diepold
Source: Self-asserted source
Martin Knopp

Formation control using GQ(λ) reinforcement learning

2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)
2017-08 | Conference paper
DOI: 10.1109/roman.2017.8172432
Contributors: Martin Knopp; Can Aykin; Johannes Feldmaier; Hao Shen
Source: Self-asserted source
Martin Knopp
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