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2020 – today
- 2024
[j2]Hryhorii Chereda
, Andreas Leha, Tim Beißbarth:
Stable feature selection utilizing Graph Convolutional Neural Network and Layer-wise Relevance Propagation for biomarker discovery in breast cancer. Artif. Intell. Medicine 151: 102840 (2024)- [i2]Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt:
Federated Foundation Model for Cardiac CT Imaging. CoRR abs/2407.07557 (2024) - [i1]Malte Tölle, Lukas Burger, Halvar Kelm, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Philipp Garthe, Stefan Groß, Anja Hennemuth, Lars Kaderali, Nina Krüger, Andreas Leha, Simon Martin, Alexander Meyer, Eike Nagel, Stefan Orwat, Clemens Scherer, Moritz Seiffert, Jan Moritz Seliger, Stefan Simm, Tim Friede, Tim Seidler, Sandy Engelhardt:
Multi-Modal Dataset Creation for Federated~Learning with DICOM Structured Reports. CoRR abs/2407.09064 (2024)
2010 – 2019
- 2019
- [c3]Hryhorii Chereda, Annalen Bleckmann, Frank Kramer, Andreas Leha, Tim Beißbarth:
Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer. GMDS 2019: 181-186 - 2013
- [c2]Andreas Leha, Klaus Jung, Tim Beißbarth:
Utilization of ordinal response structures in classification with high-dimensional expression data. GCB 2013: 90-100 - [e1]Tim Beißbarth, Martin Kollmar, Andreas Leha, Burkhard Morgenstern, Anne-Kathrin Schultz, Stephan Waack, Edgar Wingender:
German Conference on Bioinformatics 2013, GCB 2013, September 10-13, 2013, Göttingen, Germany. OASIcs 34, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2013, ISBN 978-3-939897-59-0 [contents] - 2011
- [j1]Andreas Leha, Tim Beißbarth, Klaus Jung:
Sequential Interim Analyses of Survival Data in DNA Microarray Experiments. BMC Bioinform. 12: 127 (2011)
2000 – 2009
- 2009
- [c1]Andreas Leha, Dejan Pangercic, Thomas Rühr, Michael Beetz:
Optimization of Simulated Production Process Performance using Machine Learning. ETFA 2009: 1-5
Coauthor Index
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