Heimo Müller - researchr alias

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Viewing Publication 1 - 42 from 42

2024

Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scaleRobert Harb, Thomas Pock, Heimo Müller. wacv 2024: 5119-5128 [doi]

2023

2022

The explainability paradox: Challenges for xAI in digital pathologyTheodore Evans, Carl Orge Retzlaff, Christian Geißler, Michaela Kargl, Markus Plass, Heimo Müller, Tim-Rasmus Kiehl, Norman Zerbe, Andreas Holzinger. fgcs, 133:281-296, 2022. [doi]

The Common Provenance Model: Capturing Distributed Provenance in Life Sciences ProcessesFrancesca Frexia, Cecilia Mascia, Rudolf Wittner, Markus Plass, Heimo Müller, Jörg Geiger, Petr Holub. mie 2022: 415-416 [doi]

Personas for Artificial Intelligence (AI) an Open Source ToolboxAndreas Holzinger, Michaela Kargl, Bettina Kipperer, Peter Regitnig, Markus Plass, Heimo Müller. access, 10:23732-23747, 2022. [doi]

Understanding and Explaining Diagnostic Paths: Toward Augmented Decision MakingMarkus Plass, Michaela Kargl, Patrick Nitsche, Emilian Jungwirth, Andreas Holzinger, Heimo Müller. cga, 42(6):47-57, 2022. [doi]

2021

Integration of Biobanks in National eHealth Ecosystems Facilitating Long-Term Longitudinal Clinical-Omics Studies and Citizens' Engagement in Research Through eHealthBioRAthos Antoniades, Maria Papaioannou, Apostolos Malatras, Gregory Papagregoriou, Heimo Müller, Petr Holub, Constantinos Deltas, Christos N. Schizas. fdgth, 3:628646, 2021. [doi]

Toward Human-AI Interfaces to Support Explainability and Causability in Medical AIAndreas Holzinger, Heimo Müller. Computer, 54(10):78-86, 2021. [doi]

The Ten Commandments of Ethical Medical AIHeimo Müller, Michaela Theresia Mayrhofer, Evert-Ben van Veen, Andreas Holzinger. Computer, 54(7):119-123, 2021. [doi]

Kandinsky PatternsHeimo Müller, Andreas Holzinger. ai, 300:103546, 2021. [doi]

ISO 23494: Biotechnology - Provenance Information Model for Biological Specimen And DataRudolf Wittner, Petr Holub, Heimo Müller, Joerg Geiger, Carole A. Goble, Stian Soiland-Reyes, Luca Pireddu, Francesca Frexia, Cecilia Mascia, Elliot Fairweather, Jason R. Swedlow, Josh Moore, Caterina Strambio-De-Castillia, David Grunwald, Hiroki Nakae. ipaw 2021: 222-225 [doi]

2020

Verbinden von Natürlicher und Künstlicher Intelligenz: eine experimentelle Testumgebung für Explainable AI (xAI)Andreas Holzinger, Heimo Müller. hmd, 57(1):33-45, 2020. [doi]

Measuring the Quality of Explanations: The System Causability Scale (SCS)Andreas Holzinger, André M. Carrington, Heimo Müller. ki, 34(2):193-198, 2020. [doi]

KANDINSKY Patterns: A Swiss-Knife for the Study of Explainable AIAndreas Holzinger, Peter Kieseberg, Heimo Müller. ercim, 2020(120), 2020. [doi]

Towards a Better Understanding of the Workflows: Modeling Pathology Processes in View of Future AI IntegrationMichaela Kargl, Peter Regitnig, Heimo Müller, Andreas Holzinger. In AI and ML for Digital Pathology. pages 102-117, 2020. [doi]

Classification and Visualization of Patterns in Medical ImagesHeimo Müller, Peter Regitnig, Peter Ferschin, Anna Saranti, Andreas Holzinger. IV 2020: 639-643 [doi]

Reconstruct and Visualise Hierarchical Relationships in Whole Slide ImagesMarkus Plass, Philipp Faulhammer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller. IV 2020: 632-638 [doi]

Visualization of Decision Making in Digital Pathology as Educational ToolBirgit Pohn, Farah Nader, Marie-Christina Mayer, Robert Reihs, Helmut Denk, Andreas Holzinger, Kurt Zatloukal, Heimo Müller. IV 2020: 651-656 [doi]

Expectations of Artificial Intelligence for PathologyPeter Regitnig, Heimo Müller, Andreas Holzinger. In AI and ML for Digital Pathology. pages 1-15, 2020. [doi]

Towards Visual Concept Learning and Reasoning: On Insights into Representative ApproachesAnna Saranti, Simon Streit, Heimo Müller, Deepika Singh, Andreas Holzinger. ismis 2021: 59-68 [doi]

2019

KANDINSKY Patterns as IQ-Test for Machine LearningAndreas Holzinger, Michael D. Kickmeier-Rust, Heimo Müller. cdmake 2019: 1-14 [doi]

Causability and explainability of artificial intelligence in medicineAndreas Holzinger, Georg Langs, Helmut Denk, Kurt Zatloukal, Heimo Müller. widm, 9(4), 2019. [doi]

Kandinsky PatternsHeimo Müller. ic3k 2019: 37

Acceptance of Virtual Health AvatarsHeimo Müller, Martina Lang, Bernhard Wieser, Robert Reihs, Birgit Pohn, Andreas Holzinger, Kurt Zatloukal. icssa 2019: 70-75 [doi]

Visualization of Histopathological Decision Making Using a Roadbook MetaphorBirgit Pohn, Marie-Christina Mayer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller. IV 2019: 392-397 [doi]

Towards a Deeper Understanding of How a Pathologist Makes a Diagnosis: Visualization of the Diagnostic Process in HistopathologyBirgit Pohn, Michaela Kargl, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller. ISCC 2019: 1081-1086 [doi]

NLP for the Generation of Training Data Sets for Ontology-Guided Weakly-Supervised Machine Learning in Digital PathologyRobert Reihs, Birgit Pohn, Kurt Zatloukal, Andreas Holzinger, Heimo Müller. ISCC 2019: 1072-1076 [doi]

2016

Data Driven GUI Design and Visualization for a NGS Based Clinical Decision Support SystemHeimo Müller, Robert Reihs, A. E. Posch, A. Kremer, D. Ulrich, Kurt Zatloukal. IV 2016: 355-360 [doi]

2015

Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative ApproachAndreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal. birs 2017: 13-50 [doi]

State-of-the-Art and Future Challenges in the Integration of Biobank CataloguesHeimo Müller, Robert Reihs, Kurt Zatloukal, Fleur Jeanquartier, Roxana Merino-Martinez, David van Enckevort, Morris A. Swertz, Andreas Holzinger. In Andreas Holzinger, Carsten Röcker, Martina Ziefle, editors, Smart Health - Open Problems and Future Challenges. Volume 8700 of Lecture Notes in Computer Science, pages 261-273, Springer, 2015. [doi]

2014

Analysis of biomedical data with multilevel glyphsHeimo Müller, Robert Reihs, Kurt Zatloukal, Andreas Holzinger. bmcbi, 15(S-6), 2014. [doi]

2013

Can the Web turn into a digital library?Hermann A. Maurer, Heimo Müller. jodl, 13(2):65-75, 2013. [doi]

2011

2010

Interactive Patient RecordsHeimo Müller, Stefan Sauer 0002, Kurt Zatloukal, Thomas Bauernhofer. IV 2010: 252-257 [doi]

2006

Modelling user understanding in simple communication tasksHeimo Müller, Fritz Wiesinger. avi 2006: 39-43 [doi]

1999

Movie MapsHeimo Müller, Ed Tan. IV 1999: 348-353 [doi]

A Generic Annotation Model for Video DatabasesHerwig Rehatschek, Heimo Müller. visualization 1999: 383-390 [doi]

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2024

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1999

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