Person

Daniela Martina Borgmann MSc

former employee

Education

University of Applied Sciences, Hagenberg Campus, Biomedical Informatics, advanced study of bioinformatics, Master of Science in Engineering (passed with distinction)
Oct 2012 - Jul 2014
University of Applied Sciences, Hagenberg Campus, Medical and Bioinformatics, advanced study of bioinformatics, Bachelor of Science in Engineering (passed with distinction)
Sep 2009 - Jul 2012
Stiftsgymnasium der Abtei Schlierbach, Grammar School, general qualification for university entrance
Sep 2001 - Jun 2009

Professional career & activities

University of Applied Sciences Hagenberg, Junior Researcher
Apr 2014 - dato
Helmholtz Zentrum Munich German Research Center for Environmental Health, Junior Researcher, Development of an analysis framework for high-resolution imaging mass spectrometry data
Oct 2013 - Mar 2014
University of Applied Sciences Upper Austria Research & Development, Intern, Collaboration on the research project µProt/Detector
Mar 2012 - Jun 2012
University of Applied Sciences Upper Austria Research & Development, Junior Researcher, Collaboration on the research project µProt/Detector
Sep 2012 - Aug 2013
2019
G. J. Pirklbauer, C. Stieger, D. M. Borgmann, S. M. Winkler, K. Mechtler, V. Dorfer - MS Annika: A new Search Engine for Identifying Peptides from MS-cleavable Crosslink Data - Proceedings of the 2019 EuBIC Winter School on proteomics bioinformatics, Zakopane, Poland, 2019 more
2017
A. Haghofer, D. M. Borgmann, J. Jacak, S. M. Winkler - Automated parameteroptimization for the analysis of microscopy image sequences using evoltionary algorithms - Proceedings of the 3rd Kepler Science Day, Linz, Austria, 2017 more
2017
S. Mayr, M. Brodesser, F. Hauser, J. Breuss, M. Aspetsberger, D. M. Borgmann, S. M. Winkler, C. Gabriel, E. Priglinger, J. Jacak, B. Plochberger - A FAST AND RELIABLE ONLINE-SYSTEM FOR PLATELET VIABILITY STUDIES - Proceedings of the 61st Annual Biophysical Meeting, New Orleans, United States of America,… more
2017
B. Plochberger, M. Brodesser, F. Hauser, J. Breuss, C. Gabriel, J. Jacak, S. M. Winkler, D. M. Borgmann, A. Hangler, M. Aspetsberger, L. Bindreiter - A Fast and Reliable Online-System for Platelet Viability Studies - BIOPHYSICAL JOURNAL, Vol. 112, No. 3, 2017 more
2016
D. M. Borgmann, S. Mayr, H. Polin, S. Schaller, V. Dorfer, L. Obritzberger, T. Endmayr, C. Gabriel, S. M. Winkler, J. Jacak - Single Molecule Fluorescence Microscopy and Machine Learning for Rhesus D Antigen Classification - Scientific Reports, Vol. 6, No. 32317, 2016 more
2016
S. Mayr, D. M. Borgmann, H. Polin, S. Schaller, T. Endmayr, L. Obritzberger, V. Dorfer, C. Gabriel, S. M. Winkler, J. Jacak - Classification of Rhesus D Antigen Expression at Single Molecule Level by High-Resolution Fluorescence Microscopy and Machine Learning - Proceedings of the Annual Winterworkshop,… more
2015
L. Obritzberger, D. M. Borgmann, S. Schaller, V. Dorfer, A. Lindenmair, S. Wolbank, H. Redl, S. M. Winkler - Prediction of Mineralization Degree in Human Amniotic Membrane Using Image Processing Techniques and Machine Learning - Proceedings of the 11th Metaheuristics International Conference, Agadir,… more
2015
D. M. Borgmann, S. Mayr, H. Polin, L. Obritzberger, S. Schaller, V. Dorfer, J. Jacak, S. M. Winkler - Classifying Human Blood Samples Using Characteristics of Single Molecules and Cell Structures on Microscopy Images - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015,… more
2015
S. M. Winkler, S. Schaller, D. M. Borgmann, V. Dorfer, M. Affenzeller, J. Jacak, H. Redl, J. Weghuber - Identification and classification of objects and motions in microscopy images of biological samples using heuristic algorithms in Studies in Computational Intelligence (Contributions to Book: Part/Chapter/Section… more
2015
F. Erlmeier, A. Feuchtinger, D. M. Borgmann, M. Rudelius, M. Autenrieth, A. Walch, G. Weirich - Supremacy of modern morphometry in typing renal oncocytoma and malignant look-alikes. - HISTOCHEMISTRY AND CELL BIOLOGY, Vol. 144, No. 2, 2015, pp. 147-156 more
2015
J. Jacak, S. Schaller, D. M. Borgmann, S. M. Winkler - Characterization of the Distance Relationship Between Localized Serotonin Receptors and Glia Cells on Fluorescence Microscopy Images of Brain Tissue - MICROSCOPY AND MICROANALYSIS, Vol. 21, No. 4, 2015 more
2015
D. M. Borgmann, P. Lanzerstorfer, V. Stadlbauer, U. Müller, S. M. Winkler, J. Weghuber - Bioinformatic analysis of total internal reflection fluorescence microscopy (TIRFM) data in the context of type 2 diabetes and cancer signaling - Proceedings of the 23rd Annual International Conference on Intelligent… more
2015
L. Obritzberger, D. M. Borgmann, S. Schaller, V. Dorfer, A. Lindenmair, S. Wolbank, S. Hennerbichler, H. Redl, S. M. Winkler - Prediction of Stem Cell Differentiation in Human Amniotic Membrane Microscopy Images Using Machine Learning - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria,… more
2015
S. Mayr, D. M. Borgmann, H. Polin, S. Schaller, C. Gabriel, J. Jacak, S. M. Winkler - Characterization of Rare Aberrant D Antigens on Erythrocyte Cell Surfaces using Single Molecule Fluorescence Microscopy and Machine Learning - XVI. Annual Linz Winter Workshop, JKU Linz, Austria, 2015 more
2014
K. Huber, A. Feuchtinger, D. M. Borgmann, Z. Li, M. Aichler, S. Hauck, H. Zitzelsberger, M. Schwaiger, U. Keller, A. Walch - Novel Approach of MALDI Drug Imaging, Immunohistochemistry, and Digital Image Analysis for Drug Distribution Studies in Tissues - ANALYTICAL CHEMISTRY, Vol. 86, No. 21, 2014 more
2014
P. Lanzerstorfer, V. Stadlbauer, L. Chtcheglova, R. Haselgrübler, D. M. Borgmann, J. Wruss, P. Hinterdorfer, K. Schröder, S. M. Winkler, O. Höglinger, J. Weghuber - Identification of novel insulin mimetic drugs by quantitative total internal reflection fluorescence (TIRF) microscopy - BRITISH JOURNAL… more
2014
P. Lanzerstorfer, J. Wruss, S. Huemer, A. Steininger, U. Müller, M. Himmelsbach, D. M. Borgmann, S. M. Winkler, O. Höglinger, J. Weghuber - Bioanalytical characterization of apple juice from 88 grafted and nongrafted apple varieties grown in Upper Austria - JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY,… more
2014
P. Lanzerstorfer, V. Stadlbauer, D. M. Borgmann, J. Wruss, K. Schröder, S. M. Winkler, O. Höglinger, J. Weghuber - Identification of Novel Insulin Mimetic Drugs by Quantitative TIRF Microscopy - Biophysical Society Meeting 2014, San Francisco, United States of America, 2014 more
2014
V. Stadlbauer, P. Lanzerstorfer, D. M. Borgmann, J. Wruss, K. Schröder, S. M. Winkler, O. Höglinger, J. Weghuber - Total Internal Reflection Fluorescence (TIRF) Microscopy Guided Quantification of GLUT4 Translocation for the Identification of Insulin Mimetic Drugs - BIOPHYSICAL JOURNAL, Vol. 106, No.… more
2014
P. Lanzerstorfer, J. Wruss, S. Huemer, A. Steininger, U. Müller, M. Himmelsbach, D. M. Borgmann, S. M. Winkler, O. Höglinger, J. Weghuber - Bioanalytical Characterization of Apple Juice from 88 Grafted and Non-Grafted Apple Varieties Grown in Upper Austria. - JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY,… more
2013
J. Jacak, S. Schaller, M. Sams, D. M. Borgmann, R. Silye, S. M. Winkler - Spatial Analysis Approach for the Classification of Localization Microscopy Images - Linz Winter School 2013, Linz, Austria, 2013 more
2012
S. Schaller, J. Jacak, D. M. Borgmann, J. Weghuber, S. M. Winkler - An Image Analysis Suite for Automated Spot Detection in Cellular and Nano Structures of Microscopy Images - Proceedings of the 20th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Long Beach, CA,… more
2012
P. Lanzerstorfer, D. M. Borgmann, A. Steininger, S. Schaller, M. Brameshuber, S. Sunzenauer, O. Höglinger, J. Weghuber - Analysis of Protein-Protein Interactions in Live Cells - The Micropatterning Approach in Basic Methods in Protein Purification and Analysis, 2012 more
2012
D. Borgmann, J. Weghuber, S. Schaller, J. Jacak, S. M. Winkler - Identification of Patterns in Microscopy Images of Biological Samples using Evolution Strategies - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012, pp. 271-276 more
2007
B. Plochberger, M. Brodesser, F. Hauser, J. Jacak, S. M. Winkler, D. M. Borgmann, S. Mayr, J. Breuss, C. Gabriel, A. Hangler, M. Aspetsberger, L. Bindreiter - Blood cell viability study via real-time image analysis exemplified by the platelet activation state - Austrian Atherosclerosis Society, 2007 more
2013
Fluorescence microscopy is going to become one of the core technologies for biomedical research and diagnostics. Therefore, image analysis is an increasing challenge for biomedical researchers. In the… more
2011
Receptor proteins on the surface of human cells play a key role in the transmission of signals from the environment into the interior of the cell. A complex network of these proteins controls all cellular… more