Marcus D. Bloice

26 papers C 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Federated unsupervised random forest for privacy-preserving patient stratification.
Bioinform.
Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
2024 J jnl
Federated unsupervised random forest for privacy-preserving patient stratification.
CoRR
Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
2024 — conf
Hierarchical Clustering with an Ensemble of Principle Component Trees for Interpretable Patient Stratification.
CIBB
Bastian Pfeifer, Marcus D. Bloice, Christel Sirocchi, Markus Loecher
2022 J jnl
Parea: multi-view ensemble clustering for cancer subtype discovery.
CoRR
Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek
2021 J jnl
Performing arithmetic using a neural network trained on images of digit permutation pairs.
J. Intell. Inf. Syst.
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
2021 J jnl
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.
CoRR
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
2020 C conf
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs.
ISMIS
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
2019 J jnl
Biomedical image augmentation using Augmentor.
Bioinform.
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
2019 J jnl
Patch augmentation: Towards efficient decision boundaries for neural networks.
CoRR
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
2019 J jnl
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs.
CoRR
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
2017 J jnl
Augmentor: An Image Augmentation Library for Machine Learning.
CoRR
Marcus D. Bloice, Christof Stocker, Andreas Holzinger
2017 J jnl
Augmentor: An Image Augmentation Library for Machine Learning.
J. Open Source Softw.
Marcus D. Bloice, Christof Stocker, Andreas Holzinger
2016 — ch.
A Tutorial on Machine Learning and Data Science Tools with Python.
Machine Learning for Health Informatics
Marcus D. Bloice, Andreas Holzinger
2014 J jnl
Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records.
BMC Medical Informatics Decis. Mak.
Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger
2014 — conf
Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques.
WI-IAT (1)
Andreas Holzinger, David Blanchard, Marcus D. Bloice, Katharina Holzinger, Vasile Palade, Raul Rabadan
2014 — ch.
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
Pinar Yildirim, Marcus D. Bloice, Andreas Holzinger
2014 — ch.
On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process.
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
Andreas Holzinger, Bernd Malle, Marcus D. Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof
2013 J jnl
On the usage of health records for the design of virtual patients: a systematic review.
BMC Medical Informatics Decis. Mak.
Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger
2012 J jnl
Modeling, design, development and evaluation of a hypervideo presentation for digital systems teaching and learning.
Multim. Tools Appl.
Samra Mujacic, Matjaz Debevc, Primoz Kosec, Marcus D. Bloice, Andreas Holzinger
2011 J jnl
A Comparison of Different Retrieval Strategies Working on Medical Free Texts.
J. Univers. Comput. Sci.
Markus Kreuzthaler, Marcus D. Bloice, Lukas Faulstich, Klaus-Martin Simonic, Andreas Holzinger
2011 — conf
Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making.
USAB
Marcus D. Bloice, Klaus-Martin Simonic, Markus Kreuzthaler, Andreas Holzinger
2011 — conf
Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text.
USAB
Markus Kreuzthaler, Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger
2011 — conf
Optimizing long-term treatment of rheumatoid arthritis with systematic documentation.
PervasiveHealth
Klaus-Martin Simonic, Andreas Holzinger, Marcus D. Bloice, Josef Hermann
2010 — conf
On the Paradigm Shift of Search on Mobile Devices: Some Remarks on User Habits.
USAB
Marcus D. Bloice, Markus Kreuzthaler, Klaus-Martin Simonic, Andreas Holzinger
2009 — conf
Java's alternatives and the limitations of Java when writing cross-platform applications for mobile devices in the medical domain.
ITI
Marcus D. Bloice, Franz Wotawa, Andreas Holzinger
2008 — conf
Typical Problems with Developing Mobile Applications for Health Care - Some Lessons Learned from Developing User-centered Mobile Applications in a Hospital Environment.
ICE-B
Andreas Holzinger, Martin Höller, Marcus D. Bloice, Berndt Urlesberger