Augmentor: an image augmentation library for machine learning MD Bloice, C Stocker, A Holzinger arXiv preprint arXiv:1708.04680, 2017 | 129 | 2017 |
Biomedical image augmentation using Augmentor MD Bloice, PM Roth, A Holzinger Bioinformatics 35 (21), 4522-4524, 2019 | 69 | 2019 |
A comparison of different retrieval strategies working on medical free texts. M Kreuzthaler, M Bloice, L Faulstich, KM Simonic, A Holzinger J. UCS 17 (7), 1109-1133, 2011 | 29 | 2011 |
Modeling, design, development and evaluation of a hypervideo presentation for digital systems teaching and learning S Mujacic, M Debevc, P Kosec, M Bloice, A Holzinger Multimedia Tools and Applications 58 (2), 435-452, 2012 | 26 | 2012 |
Typical problems with developing mobile applications for health care A Holzinger, M Höller, M Bloice, B Urlesberger ICE-B 2008, 235, 2008 | 23 | 2008 |
Optimizing long-term treatment of rheumatoid arthritis with systematic documentation KM Simonic, A Holzinger, M Bloice, J Hermann 2011 5th International Conference on Pervasive Computing Technologies for …, 2011 | 22 | 2011 |
On the usage of health records for the design of virtual patients: a systematic review MD Bloice, KM Simonic, A Holzinger BMC medical informatics and decision making 13 (1), 1-8, 2013 | 19 | 2013 |
On the generation of point cloud data sets: Step one in the knowledge discovery process A Holzinger, B Malle, M Bloice, M Wiltgen, M Ferri, I Stanganelli, ... Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 57-80, 2014 | 17 | 2014 |
A tutorial on machine learning and data science tools with python MD Bloice, A Holzinger Machine Learning for Health Informatics, 435-480, 2016 | 16 | 2016 |
Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records MD Bloice, KM Simonic, A Holzinger BMC medical informatics and decision making 14 (1), 1-9, 2014 | 16 | 2014 |
Java's alternatives and the limitations of Java when writing cross-platform applications for mobile devices in the medical domain MD Bloice, F Wotawa, A Holzinger Proceedings of the ITI 2009 31st international conference on information …, 2009 | 14 | 2009 |
Darwin, lamarck, or baldwin: Applying evolutionary algorithms to machine learning techniques A Holzinger, D Blanchard, M Bloice, K Holzinger, V Palade, R Rabadan 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI …, 2014 | 13 | 2014 |
Development of an interactive application for learning medical procedures and clinical decision making M Bloice, KM Simonic, M Kreuzthaler, A Holzinger Symposium of the Austrian HCI and Usability Engineering Group, 211-224, 2011 | 12 | 2011 |
Computer-aided diagnosis of melanocytic skin tumors by use of confocal laser scanning microscopy images. M Wiltgen, M Bloice, S Koller, R Hoffmann-Wellenhof, J Smolle, A Gerger Analytical and quantitative cytology and histology 33 (2), 85-100, 2011 | 7 | 2011 |
On the paradigm shift of search on mobile devices: Some remarks on user habits M Bloice, M Kreuzthaler, KM Simonic, A Holzinger Symposium of the Austrian HCI and Usability Engineering Group, 493-496, 2010 | 7 | 2010 |
Navigating through very large sets of medical records: an information retrieval evaluation architecture for non-standardized text M Kreuzthaler, M Bloice, KM Simonic, A Holzinger Symposium of the Austrian HCI and Usability Engineering Group, 455-470, 2011 | 4 | 2011 |
On the need for open-source ground truths for medical information retrieval systems M Kreuzthaler, MD Bloice, KM Simonic, A Holzinger I-KNOW 2010, 10th International Conference on Knowledge Management and …, 2010 | 4 | 2010 |
Automatic interpretation of melanocytic images in confocal laser scanning microscopy M Wiltgen, M Bloice Microscopy and Analysis, 2016 | 3 | 2016 |
Patch augmentation: Towards efficient decision boundaries for neural networks MD Bloice, PM Roth, A Holzinger arXiv preprint arXiv:1911.07922, 2019 | 2 | 2019 |
On the usage of health records for the teaching of decision-making to students of medicine MD Bloice, KM Simonic, A Holzinger The new development of technology enhanced learning, 185-201, 2014 | 2 | 2014 |