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ORCIDMarcus D. Bloice
Person information
- affiliation: Medical University of Graz, Institute for Medical Informatics, Statistics, and Documentation, Austria
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2020 – today
- 2024
[i6]Bastian Pfeifer, Christel Sirocchi
, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler:
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR abs/2401.16094 (2024)- 2023
- [j8]Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: Multi-view ensemble clustering for cancer subtype discovery. J. Biomed. Informatics 143: 104406 (2023) - 2022
- [i5]Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: multi-view ensemble clustering for cancer subtype discovery. CoRR abs/2209.15399 (2022) - 2021
- [j7]Marcus D. Bloice, Peter M. Roth, Andreas Holzinger:
Performing arithmetic using a neural network trained on images of digit permutation pairs. J. Intell. Inf. Syst. 57(3): 547-562 (2021) - [i4]Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach:
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond. CoRR abs/2105.05734 (2021) - 2020
- [c8]Marcus D. Bloice, Peter M. Roth, Andreas Holzinger:
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. ISMIS 2020: 255-264
2010 – 2019
- 2019
- [j6]Marcus D. Bloice, Peter M. Roth, Andreas Holzinger:
Biomedical image augmentation using Augmentor. Bioinform. 35(21): 4522-4524 (2019) - [i3]Marcus D. Bloice, Peter M. Roth, Andreas Holzinger:
Patch augmentation: Towards efficient decision boundaries for neural networks. CoRR abs/1911.07922 (2019) - [i2]Marcus D. Bloice, Peter M. Roth, Andreas Holzinger:
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. CoRR abs/1912.03035 (2019) - 2017
- [j5]Marcus D. Bloice, Christof Stocker, Andreas Holzinger:
Augmentor: An Image Augmentation Library for Machine Learning. J. Open Source Softw. 2(19): 432 (2017) - [i1]Marcus D. Bloice, Christof Stocker, Andreas Holzinger:
Augmentor: An Image Augmentation Library for Machine Learning. CoRR abs/1708.04680 (2017) - 2016
- [p3]Marcus D. Bloice, Andreas Holzinger:
A Tutorial on Machine Learning and Data Science Tools with Python. Machine Learning for Health Informatics 2016: 435-480 - 2014
- [j4]Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger:
Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records. BMC Medical Informatics Decis. Mak. 14: 66 (2014) - [c7]Andreas Holzinger, David Blanchard, Marcus D. Bloice, Katharina Holzinger, Vasile Palade, Raul Rabadan:
Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques. WI-IAT (1) 2014: 449-453 - [p2]Andreas Holzinger, Bernd Malle, Marcus D. Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof:
On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process. Interactive Knowledge Discovery and Data Mining in Biomedical Informatics 2014: 57-80 - [p1]Pinar Yildirim, Marcus D. Bloice, Andreas Holzinger:
Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System. Interactive Knowledge Discovery and Data Mining in Biomedical Informatics 2014: 101-116 - 2013
- [j3]Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger:
On the usage of health records for the design of virtual patients: a systematic review. BMC Medical Informatics Decis. Mak. 13: 103 (2013) - 2012
- [j2]Samra Mujacic, Matjaz Debevc, Primoz Kosec, Marcus D. Bloice, Andreas Holzinger:
Modeling, design, development and evaluation of a hypervideo presentation for digital systems teaching and learning. Multim. Tools Appl. 58(2): 435-452 (2012) - 2011
- [j1]Markus Kreuzthaler, Marcus D. Bloice, Lukas Faulstich, Klaus-Martin Simonic, Andreas Holzinger:
A Comparison of Different Retrieval Strategies Working on Medical Free Texts. J. Univers. Comput. Sci. 17(7): 1109-1133 (2011) - [c6]Klaus-Martin Simonic, Andreas Holzinger, Marcus D. Bloice, Josef Hermann:
Optimizing long-term treatment of rheumatoid arthritis with systematic documentation. PervasiveHealth 2011: 550-554 - [c5]Marcus D. Bloice, Klaus-Martin Simonic, Markus Kreuzthaler, Andreas Holzinger:
Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making. USAB 2011: 211-224 - [c4]Markus Kreuzthaler, Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger:
Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text. USAB 2011: 455-470 - 2010
- [c3]Marcus D. Bloice, Markus Kreuzthaler, Klaus-Martin Simonic, Andreas Holzinger:
On the Paradigm Shift of Search on Mobile Devices: Some Remarks on User Habits. USAB 2010: 493-496
2000 – 2009
- 2009
- [c2]Marcus D. Bloice, Franz Wotawa, Andreas Holzinger:
Java's alternatives and the limitations of Java when writing cross-platform applications for mobile devices in the medical domain. ITI 2009: 47-54 - 2008
- [c1]Andreas Holzinger, Martin Höller, Marcus D. Bloice, Berndt Urlesberger:
Typical Problems with Developing Mobile Applications for Health Care - Some Lessons Learned from Developing User-centered Mobile Applications in a Hospital Environment. ICE-B 2008: 235-240
Coauthor Index
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