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Marcus Bloice
Marcus Bloice
Sen. Scientist, Institute for Medical Informatics, Medical University of Graz
Bestätigte E-Mail-Adresse bei medunigraz.at
Titel
Zitiert von
Zitiert von
Jahr
Augmentor: an image augmentation library for machine learning
MD Bloice, C Stocker, A Holzinger
arXiv preprint arXiv:1708.04680, 2017
3162017
Biomedical image augmentation using Augmentor
MD Bloice, PM Roth, A Holzinger
Bioinformatics 35 (21), 4522-4524, 2019
2472019
A tutorial on machine learning and data science tools with python
MD Bloice, A Holzinger
Machine Learning for Health Informatics: State-of-the-Art and Future …, 2016
512016
A comparison of different retrieval strategies working on medical free texts.
M Kreuzthaler, MD Bloice, L Faulstich, KM Simonic, A Holzinger
J. Univers. Comput. Sci. 17 (7), 1109-1133, 2011
312011
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, 435-452, 2012
302012
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, 1-8, 2013
262013
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
232011
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, 1-9, 2014
212014
Typical Problems with developing mobile applications for health care: Some lessons learned from developing user-centered mobile applications
A Holzinger, M Höller, MD Bloice, B Urlesberger
International Conference on E-Business: International Conference on E …, 2008
212008
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
192014
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 …, 2014
172014
Augmentor: An image augmentation library for machine learning. arXiv 2017
MD Bloice, C Stocker, A Holzinger
arXiv preprint arXiv:1708.04680, 0
16
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
142009
Development of an interactive application for learning medical procedures and clinical decision making
M Bloice, KM Simonic, M Kreuzthaler, A Holzinger
Information Quality in e-Health: 7th Conference of the Workgroup Human …, 2011
122011
Augmentor: an image augmentation library for machine learning (2017)
MD Bloice, C Stocker, A Holzinger
arXiv preprint arXiv:1708.04680, 2017
92017
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
82011
On the paradigm shift of search on mobile devices: Some remarks on user habits
M Bloice, M Kreuzthaler, KM Simonic, A Holzinger
HCI in Work and Learning, Life and Leisure: 6th Symposium of the Workgroup …, 2010
82010
The featurecloud ai store for federated learning in biomedicine and beyond
J Matschinske, J Späth, R Nasirigerdeh, R Torkzadehmahani, ...
arXiv preprint arXiv:2105.05734, 2021
72021
Augmentor
MD Bloice
URL: https://github. com/mdbloice/Augmentor (visited on 05/08/2018), 2016
72016
The FeatureCloud platform for federated learning in biomedicine: unified approach
J Matschinske, J Späth, M Bakhtiari, N Probul, MMK Majdabadi, ...
Journal of Medical Internet Research 25 (1), e42621, 2023
42023
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