Marcus D. Bloice

According to our database, Marcus D. Bloice authored at least 23 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated unsupervised random forest for privacy-preserving patient stratification.

Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler

CoRR, 2024

2023

<i>Parea</i>: Multi-view ensemble clustering for cancer subtype discovery.

Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek

J. Biomed. Informatics, 2023

2022

Parea: multi-view ensemble clustering for cancer subtype discovery.

Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek

CoRR, 2022

2021

Performing arithmetic using a neural network trained on images of digit permutation pairs.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

J. Intell. Inf. Syst., 2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.

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

CoRR, 2021

2020

Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

2019

Patch augmentation: Towards efficient decision boundaries for neural networks.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

CoRR, 2019

Biomedical image augmentation using Augmentor.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

Bioinform., 2019

2017

Augmentor: An Image Augmentation Library for Machine Learning.

Marcus D. Bloice, Christof Stocker, Andreas Holzinger

J. Open Source Softw., 2017

2016

A Tutorial on Machine Learning and Data Science Tools with Python.

Marcus D. Bloice, Andreas Holzinger

Proceedings of the Machine Learning for Health Informatics, 2016

2014

Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System.

Pinar Yildirim, Marcus D. Bloice, Andreas Holzinger

Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process.

Andreas Holzinger, Bernd Malle, Marcus D. Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof

Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records.

Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger

BMC Medical Informatics Decis. Mak., 2014

Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques.

Andreas Holzinger, David Blanchard, Marcus D. Bloice, Katharina Holzinger, Vasile Palade, Raul Rabadan

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

2013

On the usage of health records for the design of virtual patients: a systematic review.

Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger

BMC Medical Informatics Decis. Mak., 2013

2012

Modeling, design, development and evaluation of a hypervideo presentation for digital systems teaching and learning.

Samra Mujacic, Matjaz Debevc, Primoz Kosec, Marcus D. Bloice, Andreas Holzinger

Multim. Tools Appl., 2012

2011

A Comparison of Different Retrieval Strategies Working on Medical Free Texts.

Markus Kreuzthaler, Marcus D. Bloice, Lukas Faulstich, Klaus-Martin Simonic, Andreas Holzinger

J. Univers. Comput. Sci., 2011

Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text.

Markus Kreuzthaler, Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger

Proceedings of the Information Quality in e-Health, 2011

Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making.

Marcus D. Bloice, Klaus-Martin Simonic, Markus Kreuzthaler, Andreas Holzinger

Proceedings of the Information Quality in e-Health, 2011

Optimizing long-term treatment of rheumatoid arthritis with systematic documentation.

Klaus-Martin Simonic, Andreas Holzinger, Marcus D. Bloice, Josef Hermann

Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

2010

On the Paradigm Shift of Search on Mobile Devices: Some Remarks on User Habits.

Marcus D. Bloice, Markus Kreuzthaler, Klaus-Martin Simonic, Andreas Holzinger

Proceedings of the HCI in Work and Learning, Life and Leisure, 2010

2009

Java's alternatives and the limitations of Java when writing cross-platform applications for mobile devices in the medical domain.

Marcus D. Bloice, Franz Wotawa, Andreas Holzinger

Proceedings of the ITI 2009 31st International Conference on Information Technology Interfaces, 2009

2008

Typical Problems with Developing Mobile Applications for Health Care - Some Lessons Learned from Developing User-centered Mobile Applications in a Hospital Environment.

Andreas Holzinger, Martin Höller, Marcus D. Bloice, Berndt Urlesberger

Proceedings of the ICE-B 2008, 2008