Jan. 2013 - dato

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 proposed project NanoDetect we plan to realize an innovative framework that combines novel image processing with novel machine learning methods in order to allow researchers to solve complex biomedical problems.

Involved research institutions: FH OÖ, Olympus Austria GmbH, Blutzentrale Linz, and Trauma Care Consult

Sponsored by FIT-IT (FFG)

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… mehr
S. Schaller, J. Jacak, M. Sams, S. M. Winkler - Statistical Analysis of the Relationship between Spots and Structures in Microscopy Images - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran… mehr
S. Schaller, J. Jacak, P. Bettelheim, D. Gschwandtner, S. M. Winkler - Analyzing Motion Characteristics of Single Molecules for Providing Evidence of PNH in Microscopy Images - Proceedings of the 21st… mehr
S. Schaller, J. Jacak, D. Gschwandtner, P. Bettelheim, S. M. Winkler - Identification of PNH Affected Cells by Classifying Motion Characteristics of Single Molecules - Proceedings of the International… mehr
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, Österreich,… mehr
L. Obritzberger, S. Schaller, V. Dorfer, C. Loimayr, S. Hennerbichler, S. M. Winkler - Identification of Endothelial Cell Morphology in Cornea Using Evolution Strategies - Proceedings of the 26th European… mehr
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… mehr
B. Buchegger, J. Kreutzer, J. Jacak, B. Plochberger, R. Wollhofen, U. Schubert, G. Schütz, T. Klar - STED-Lithography with Mercapto-Functional Polymers - ACS Nano, Vol. 10, No. 9, 2015 mehr
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… mehr
G. Langer, B. Buchegger, J. Jacak, T. Klar, T. Berer - Frequency domain optical resolution photoacoustic and fluorescence microscopy using a modulated laser diode - SPIE BiOS 2017 , San Francisco, Vereinigte… mehr