Marcus D. Bloice

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 11

Top Topics

Trained Neural Networks

Ensemble Clustering

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR (2024)
Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek
: Multi-view ensemble clustering for cancer subtype discovery. J. Biomed. Informatics 143 (2023)
Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek
Parea: multi-view ensemble clustering for cancer subtype discovery. CoRR (2022)
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) (2021)
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 (2021)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. ISMIS (2020)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Biomedical image augmentation using Augmentor. Bioinform. 35 (21) (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. CoRR (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Patch augmentation: Towards efficient decision boundaries for neural networks. CoRR (2019)
Marcus D. Bloice, Christof Stocker, Andreas Holzinger
Augmentor: An Image Augmentation Library for Machine Learning. CoRR (2017)
Marcus D. Bloice, Christof Stocker, Andreas Holzinger
Augmentor: An Image Augmentation Library for Machine Learning. J. Open Source Softw. 2 (19) (2017)
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 (2014)
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)
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 (2013)
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) (2012)
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)
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) (2011)
Klaus-Martin Simonic, Andreas Holzinger, Marcus D. Bloice, Josef Hermann
Optimizing long-term treatment of rheumatoid arthritis with systematic documentation. PervasiveHealth (2011)
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)
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)
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)
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)