Heimo Müller - RankMe

67 papers A 1C 16Journal 34Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology. Artif. Intell. Medicine Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig, Kristijan Skok, Wael Al Zoughbi, Carmen Zerner, Paul R. Torke, Michaela Kargl, Heimo Müller, Tomás Brázdil, Matej Gallo, Jaroslav Kubín, Roman Stoklasa, Rudolf Nenutil, Norman Zerbe, Andreas Holzinger, Petr Holub
2026	J	`jnl`	The System Hallucination Scale (SHS): A Minimal yet Effective Human-Centered Instrument for Evaluating Hallucination-Related Behavior in Large Language Models. CoRR Heimo Müller, Dominik Steiger, Markus Plass, Andreas Holzinger
2026	J	`jnl`	When Excellence Stops Producing Knowledge: A Practitioner's Observation on Research Funding. CoRR Heimo Müller
2026	J	`jnl`	When Truth Misleads - Phase-Aware Coherence Detection for Misinformation Correction Across Epistemic Communities. CoRR Heimo Müller, Andreas Holzinger
2025	J	`jnl`	Fine-tuning language model embeddings to reveal domain knowledge: An explainable artificial intelligence perspective on medical decision making. Eng. Appl. Artif. Intell. Ceca Kraisnikovic, Robert Harb, Markus Plass, Wael Al Zoughbi, Andreas Holzinger, Heimo Müller
2025	J	`jnl`	On the disagreement problem in Human-in-the-Loop federated machine learning. J. Ind. Inf. Integr. Matthias Huelser, Heimo Müller, Natalia Díaz Rodríguez, Andreas Holzinger
2025	J	`jnl`	Standardized Multi-Layer Tissue Maps for Enhanced Artificial Intelligence Integration and Search in Large-Scale Whole Slide Image Archives. CoRR Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig, Kristijan Skok, Wael Al Zoughbi, Carmen Zerner, Paul R. Torke, Michaela Kargl, Heimo Müller, Tomás Brázdil, Matej Gallo, Jaroslav Kubín, Roman Stoklasa, Rudolf Nenutil, Norman Zerbe, Andreas Holzinger, Petr Holub
2025	J	`jnl`	World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child. CoRR Javier Del Ser, Jesus L. Lobo, Heimo Müller, Andreas Holzinger
2024	A	`conf`	Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale. WACV Robert Harb, Thomas Pock, Heimo Müller
2024	J	`jnl`	Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists. Cogn. Syst. Res. Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller, Andreas Holzinger
2023	C	`ed.`	27th International Conference Information Visualisation, IV 2023, Tampere, Finland, July 25-28, 2023 IV Ebad Banissi, Harri Siirtola, Anna Ursyn, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Minoru Nakayama, Marco Temperini, Filippo Sciarrone, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Urska Cvek, Marjan Trutschl, Heimo Müller, Rita Francese, Fatma Bouali, Gilles Venturini
2023	J	`jnl`	Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale. CoRR Robert Harb, Thomas Pock, Heimo Müller
2023	J	`jnl`	Ethical ChatGPT: Concerns, Challenges, and Commandments. CoRR Jianlong Zhou, Heimo Müller, Andreas Holzinger, Fang Chen
2023	C	`conf`	Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer
2023	C	`conf`	The Tower of Babel in Explainable Artificial Intelligence (XAI). CD-MAKE David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger
2023	J	`jnl`	Toward human-level concept learning: Pattern benchmarking for AI algorithms. Patterns Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Bettina Finzel, Ute Schmid, Heimo Müller
2022	C	`ed.`	26th International Conference Information Visualisation, IV 2022, Vienna, Austria, July 19-22, 2022 IV Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Minoru Nakayama, Filippo Sciarrone, Weidong Huang, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Marco Temperini, Urska Cvek, Marjan Trutschl, Heimo Müller, Harri Siirtola, Wai Lok Woo, Rita Francese, Veronica Rossano, Tania Di Mascio, Fatma Bouali, Gilles Venturini, Sebastian Kernbach, Delfina Malandrino, Rocco Zaccagnino, Jian J. Zhang, Xiaosong Yang, Vladimir Geroimenko
2022	J	`jnl`	Personas for Artificial Intelligence (AI) an Open Source Toolbox. IEEE Access Andreas Holzinger, Michaela Kargl, Bettina Kipperer, Peter Regitnig, Markus Plass, Heimo Müller
2022	J	`jnl`	Recommendations on test datasets for evaluating AI solutions in pathology. CoRR André Homeyer, Christian Geißler, Lars Ole Schwen, Falk Zakrzewski, Theodore Evans, Klaus Strohmenger, Max Westphal, Roman David Bülow, Michaela Kargl, Aray Karjauv, Isidre Munné-Bertran, Carl Orge Retzlaff, Adrià Romero-López, Tomasz Soltysinski, Markus Plass, Rita Carvalho, Peter Steinbach, Yu-Chia Lan, Nassim Bouteldja, David Haber, Mateo Rojas-Carulla, Alireza Vafaei Sadr, Matthias Kraft, Daniel Krüger, Rutger Fick, Tobias Lang, Peter Boor, Heimo Müller, Peter Hufnagl, Norman Zerbe
2022	—	`conf`	The Common Provenance Model: Capturing Distributed Provenance in Life Sciences Processes. MIE Francesca Frexia, Cecilia Mascia, Rudolf Wittner, Markus Plass, Heimo Müller, Jörg Geiger, Petr Holub
2022	J	`jnl`	The explainability paradox: Challenges for xAI in digital pathology. Future Gener. Comput. Syst. Theodore Evans, Carl Orge Retzlaff, Christian Geißler, Michaela Kargl, Markus Plass, Heimo Müller, Tim-Rasmus Kiehl, Norman Zerbe, Andreas Holzinger
2022	J	`jnl`	Understanding and Explaining Diagnostic Paths: Toward Augmented Decision Making. IEEE Computer Graphics and Applications Markus Plass, Michaela Kargl, Patrick Nitsche, Emilian Jungwirth, Andreas Holzinger, Heimo Müller
2021	—	`conf`	ISO 23494: Biotechnology - Provenance Information Model for Biological Specimen And Data. IPAW Rudolf Wittner, Petr Holub, Heimo Müller, Jörg 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
2021	J	`jnl`	Integration of Biobanks in National eHealth Ecosystems Facilitating Long-Term Longitudinal Clinical-Omics Studies and Citizens' Engagement in Research Through eHealthBioR. Frontiers Digit. Health Athos Antoniades, Maria Papaioannou, Apostolos Malatras, Gregory Papagregoriou, Heimo Müller, Petr Holub, Constantinos Deltas, Christos N. Schizas
2021	J	`jnl`	Interpretable survival prediction for colorectal cancer using deep learning. npj Digit. Medicine Ellery Wulczyn, David F. Steiner, Melissa Moran, Markus Plass, Robert Reihs, Fraser Tan, Isabelle Flament-Auvigne, Trissia Brown, Peter Regitnig, Po-Hsuan Cameron Chen, Narayan Hegde, Apaar Sadhwani, Robert MacDonald, Benny Ayalew, Gregory S. Corrado, Lily H. Peng, Daniel Tse, Heimo Müller, Zhaoyang Xu, Yun Liu, Martin C. Stumpe, Kurt Zatloukal, Craig H. Mermel
2021	J	`jnl`	KANDINSKYPatterns - An experimental exploration environment for Pattern Analysis and Machine Intelligence. CoRR Andreas Holzinger, Anna Saranti, Heimo Müller
2021	J	`jnl`	Kandinsky Patterns. Artif. Intell. Heimo Müller, 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
2021	J	`jnl`	The Ten Commandments of Ethical Medical AI. Computer Heimo Müller, Michaela Theresia Mayrhofer, Evert-Ben van Veen, Andreas Holzinger
2021	J	`jnl`	Toward Human-AI Interfaces to Support Explainability and Causability in Medical AI. Computer Andreas Holzinger, Heimo Müller
2020	C	`ed.`	24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020 IV Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane
2020	—	`book`	Artificial Intelligence and Machine Learning for Digital Pathology - State-of-the-Art and Future Challenges AI and ML for Digital Pathology Andreas Holzinger, Randy Goebel, Michael Mengel, Heimo Müller
2020	C	`conf`	Classification and Visualization of Patterns in Medical Images. IV Heimo Müller, Peter Regitnig, Peter Ferschin, Anna Saranti, Andreas Holzinger
2020	—	`ch.`	Expectations of Artificial Intelligence for Pathology. AI and ML for Digital Pathology Peter Regitnig, Heimo Müller, Andreas Holzinger
2020	J	`jnl`	Interpretable Survival Prediction for Colorectal Cancer using Deep Learning. CoRR Ellery Wulczyn, David F. Steiner, Melissa Moran, Markus Plass, Robert Reihs, Fraser Tan, Isabelle Flament-Auvigne, Trissia Brown, Peter Regitnig, Po-Hsuan Cameron Chen, Narayan Hegde, Apaar Sadhwani, Robert MacDonald, Benny Ayalew, Gregory S. Corrado, Lily H. Peng, Daniel Tse, Heimo Müller, Zhaoyang Xu, Yun Liu, Martin C. Stumpe, Kurt Zatloukal, Craig H. Mermel
2020	J	`jnl`	KANDINSKY Patterns: A Swiss-Knife for the Study of Explainable AI. ERCIM News Andreas Holzinger, Peter Kieseberg, Heimo Müller
2020	J	`jnl`	Measuring the Quality of Explanations: The System Causability Scale (SCS). Künstliche Intell. Andreas Holzinger, André M. Carrington, Heimo Müller
2020	J	`jnl`	Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading. CoRR Ellery Wulczyn, Kunal Nagpal, Matthew Symonds, Melissa Moran, Markus Plass, Robert Reihs, Farah Nader, Fraser Tan, Yuannan Cai, Trissia Brown, Isabelle Flament-Auvigne, Mahul B. Amin, Martin C. Stumpe, Heimo Müller, Peter Regitnig, Andreas Holzinger, Gregory S. Corrado, Lily H. Peng, Po-Hsuan Cameron Chen, David F. Steiner, Kurt Zatloukal, Yun Liu, Craig H. Mermel
2020	C	`conf`	Reconstruct and Visualise Hierarchical Relationships in Whole Slide Images. IV Markus Plass, Philipp Faulhammer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
2020	—	`conf`	Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches. ISMIS (Industrial Paper) Anna Saranti, Simon Streit, Heimo Müller, Deepika Singh, Andreas Holzinger
2020	—	`ch.`	Towards a Better Understanding of the Workflows: Modeling Pathology Processes in View of Future AI Integration. AI and ML for Digital Pathology Michaela Kargl, Peter Regitnig, Heimo Müller, Andreas Holzinger
2020	J	`jnl`	Verbinden von Natürlicher und Künstlicher Intelligenz: eine experimentelle Testumgebung für Explainable AI (xAI). HMD Prax. Wirtsch. Andreas Holzinger, Heimo Müller
2020	C	`conf`	Visualization of Decision Making in Digital Pathology as Educational Tool. IV Birgit Pohn, Farah Nader, Marie-Christina Mayer, Robert Reihs, Helmut Denk, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
2019	—	`ed.`	23rd International Conference on Information Visualisation, IV 2019, Paris, France, July 2-5, 2019, Part I IV (1) Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, Nuno Datia, Rita Francese, Muhammad Sarfraz, Theodor G. Wyeld, Fatma Bouali, Gilles Venturini, Hanane Azzag, Mustapha Lebbah, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Sebastian Kernbach, Loredana Caruccio, Michele Risi, Ugo Erra, Autilia Vitiello, Veronica Rossano
2019	—	`conf`	Acceptance of Virtual Health Avatars. ICSSA Heimo Müller, Martina Lang, Bernhard Wieser, Robert Reihs, Birgit Pohn, Andreas Holzinger, Kurt Zatloukal
2019	J	`jnl`	Causability and explainability of artificial intelligence in medicine. WIREs Data Mining Knowl. Discov. Andreas Holzinger, Georg Langs, Helmut Denk, Kurt Zatloukal, Heimo Müller
2019	C	`conf`	KANDINSKY Patterns as IQ-Test for Machine Learning. CD-MAKE Andreas Holzinger, Michael D. Kickmeier-Rust, Heimo Müller
2019	—	`conf`	Kandinsky Patterns. KDIR Heimo Müller
2019	J	`jnl`	Kandinsky Patterns. CoRR Heimo Müller, Andreas Holzinger
2019	J	`jnl`	Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations. CoRR Andreas Holzinger, André M. Carrington, Heimo Müller
2019	C	`conf`	NLP for the Generation of Training Data Sets for Ontology-Guided Weakly-Supervised Machine Learning in Digital Pathology. ISCC Robert Reihs, Birgit Pohn, Kurt Zatloukal, Andreas Holzinger, Heimo Müller
2019	C	`conf`	Towards a Deeper Understanding of How a Pathologist Makes a Diagnosis: Visualization of the Diagnostic Process in Histopathology. ISCC Birgit Pohn, Michaela Kargl, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
2019	—	`conf`	Visualization of Histopathological Decision Making Using a Roadbook Metaphor. IV (1) Birgit Pohn, Marie-Christina Mayer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
2017	J	`jnl`	Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology. CoRR Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal
2016	C	`conf`	Data Driven GUI Design and Visualization for a NGS Based Clinical Decision Support System. IV Heimo Müller, Robert Reihs, Andreas E. Posch, Andreas Kremer, Doris Ulrich, Kurt Zatloukal
2015	—	`conf`	Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach. BIRS-IMLKE Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal
2015	—	`ch.`	State-of-the-Art and Future Challenges in the Integration of Biobank Catalogues. Smart Health Heimo Müller, Robert Reihs, Kurt Zatloukal, Fleur Jeanquartier, Roxana Merino-Martinez, David van Enckevort, Morris A. Swertz, Andreas Holzinger
2014	J	`jnl`	Analysis of biomedical data with multilevel glyphs. BMC Bioinform. Heimo Müller, Robert Reihs, Kurt Zatloukal, Andreas Holzinger
2013	J	`jnl`	Can the Web turn into a digital library? Int. J. Digit. Libr. Hermann A. Maurer, Heimo Müller
2011	C	`conf`	Adaptive Visual Symbols for Personal Health Records. IV Heimo Müller, Hermann A. Maurer, Robert Reihs, Stefan Sauer, Kurt Zatloukal
2011	—	`conf`	How to carry over historic books into social networks. BooksOnline Heimo Müller, Hermann A. Maurer
2011	—	`conf`	ITFoM - The IT Future of Medicine. FET Hans Lehrach, Ralf Sudbrak, Peter Boyle, Markus Pasterk, Kurt Zatloukal, Heimo Müller, Tim Hubbard, Angela Brand, Mark A. Girolami, Daniel Jameson, Frank J. Bruggeman, Hans V. Westerhoff
2010	C	`conf`	Interactive Patient Records. IV Heimo Müller, Stefan Sauer, Kurt Zatloukal, Thomas Bauernhofer
2009	C	`conf`	Connecting Genes with Diseases. IV Heimo Müller, Robert Reihs, Stefan Sauer, Kurt Zatloukal, Marc Streit, Alexander Lex, Bernhard Schlegl, Dieter Schmalstieg
2006	—	`conf`	Modelling "user understanding" in simple communication tasks. CAI Heimo Müller, Fritz Wiesinger
1999	—	`conf`	A Generic Annotation Model for Video Databases. VISUAL Herwig Rehatschek, Heimo Müller
1999	C	`conf`	Movie Maps. IV Heimo Müller, Ed Tan