Dominik Heim

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 8

Top Topics

Quantitative And Qualitative

Outlier Detection

Positron Emission Tomography

Top Venues

Publications

Stefan Röhrl, Johannes Groll, Manuel Lengl, Simon Schumann, Christian Klenk, Dominik Heim, Martin Knopp, Oliver Hayden, Klaus Diepold
Towards Interpretable Classification of Leukocytes based on Deep Learning. CoRR (2023)
Stefan Röhrl, Hendrik Maier, Manuel Lengl, Christian Klenk, Dominik Heim, Martin Knopp, Simon Schumann, Oliver Hayden, Klaus Diepold
Explainable Artificial Intelligence for Cytological Image Analysis. AIME (2023)
Stefan Röhrl, Lukas Bernhard, Manuel Lengl, Christian Klenk, Dominik Heim, Martin Knopp, Simon Schumann, Oliver Hayden, Klaus Diepold
Explainable Feature Learning with Variational Autoencoders for Holographic Image Analysis. BIOIMAGING (2023)
Christian Klenk, David Elias Fresacher, Stefan Röhrl, Dominik Heim, Manuel Lengl, Simon Schumann, Martin Knopp, Klaus Diepold, Stefan Holdenrieder, Oliver Hayden
Measurement of Platelet Aggregation in Ageing Samples and After in-Vitro Activation. BIOIMAGING (2023)
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
Composition Counts: A Machine Learning View on Immunothrombosis using Quantitative Phase Imaging. MLHC (2023)
Alice Hein, Stefan Röhrl, Thea Grobel, Manuel Lengl, Nawal Hafez, Martin Knopp, Christian Klenk, Dominik Heim, Oliver Hayden, Klaus Diepold
A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification. IJCNN (2022)
Stefan Röhrl, Alice Hein, Lucie Huang, Dominik Heim, Christian Klenk, Manuel Lengl, Martin Knopp, Nawal Hafez, Oliver Hayden, Klaus Diepold
Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis. CoRR (2022)
Stefan Röhrl, Matthias Ugele, Christian Klenk, Dominik Heim, Oliver Hayden, Klaus Diepold
Autoencoder Features for Differentiation of Leukocytes Based on Digital Holographic Microscopy (DHM). EUROCAST (2) (2019)
Leo Sauermann, Dominik Heim
Evaluating Long-Term Use of the Gnowsis Semantic Desktop for PIM. ISWC (2008)
Leo Sauermann, Gunnar Aastrand Grimnes, Malte Kiesel, Christiaan Fluit, Heiko Maus, Dominik Heim, Danish Nadeem, Benjamin Horak, Andreas Dengel
Semantic Desktop 2.0: The Gnowsis Experience. ISWC (2006)