default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHeimo Müller
Heimo Müller-Seelich
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j15]Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger
, Richard Röttger, Heimo Müller, Andreas Holzinger:
Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists. Cogn. Syst. Res. 86: 101243 (2024)- [c28]Robert Harb, Thomas Pock, Heimo Müller:
Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale. WACV 2024: 5119-5128 - 2023
- [j14]Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Bettina Finzel, Ute Schmid, Heimo Müller:
Toward human-level concept learning: Pattern benchmarking for AI algorithms. Patterns 4(8): 100788 (2023) - [c27]Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer:
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE 2023: 45-64 - [c26]David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger:
The Tower of Babel in Explainable Artificial Intelligence (XAI). CD-MAKE 2023: 65-81 - [e5]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:
27th International Conference Information Visualisation, IV 2023, Tampere, Finland, July 25-28, 2023. IEEE 2023, ISBN 979-8-3503-4161-4 [contents] - [i11]Jianlong Zhou, Heimo Müller, Andreas Holzinger, Fang Chen:
Ethical ChatGPT: Concerns, Challenges, and Commandments. CoRR abs/2305.10646 (2023) - [i10]Robert Harb, Thomas Pock, Heimo Müller:
Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale. CoRR abs/2311.08199 (2023) - 2022
- [j13]Andreas Holzinger, Michaela Kargl, Bettina Kipperer, Peter Regitnig, Markus Plass, Heimo Müller:
Personas for Artificial Intelligence (AI) an Open Source Toolbox. IEEE Access 10: 23732-23747 (2022) - [j12]Markus Plass, Michaela Kargl, Patrick Nitsche, Emilian Jungwirth, Andreas Holzinger, Heimo Müller:
Understanding and Explaining Diagnostic Paths: Toward Augmented Decision Making. IEEE Computer Graphics and Applications 42(6): 47-57 (2022) - [j11]Theodore Evans, Carl Orge Retzlaff, Christian Geißler, Michaela Kargl, Markus Plass, Heimo Müller, Tim-Rasmus Kiehl, Norman Zerbe, Andreas Holzinger:
The explainability paradox: Challenges for xAI in digital pathology. Future Gener. Comput. Syst. 133: 281-296 (2022) - [c25]Francesca Frexia, Cecilia Mascia, Rudolf Wittner, Markus Plass, Heimo Müller, Jörg Geiger, Petr Holub:
The Common Provenance Model: Capturing Distributed Provenance in Life Sciences Processes. MIE 2022: 415-416 - [e4]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:
26th International Conference Information Visualisation, IV 2022, Vienna, Austria, July 19-22, 2022. IEEE 2022, ISBN 978-1-6654-9007-8 [contents] - [i9]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:
Recommendations on test datasets for evaluating AI solutions in pathology. CoRR abs/2204.14226 (2022) - 2021
- [j10]Heimo Müller, Andreas Holzinger:
Kandinsky Patterns. Artif. Intell. 300: 103546 (2021) - [j9]Heimo Müller, Michaela Theresia Mayrhofer, Evert-Ben van Veen, Andreas Holzinger:
The Ten Commandments of Ethical Medical AI. Computer 54(7): 119-123 (2021) - [j8]Andreas Holzinger, Heimo Müller:
Toward Human-AI Interfaces to Support Explainability and Causability in Medical AI. Computer 54(10): 78-86 (2021) - [j7]Athos Antoniades, Maria Papaioannou, Apostolos Malatras, Gregory Papagregoriou, Heimo Müller, Petr Holub, Constantinos Deltas, Christos N. Schizas:
Integration of Biobanks in National eHealth Ecosystems Facilitating Long-Term Longitudinal Clinical-Omics Studies and Citizens' Engagement in Research Through eHealthBioR. Frontiers Digit. Health 3: 628646 (2021) - [j6]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:
Interpretable survival prediction for colorectal cancer using deep learning. npj Digit. Medicine 4 (2021) - [c24]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:
ISO 23494: Biotechnology - Provenance Information Model for Biological Specimen And Data. IPAW 2021: 222-225 - [i8]Andreas Holzinger, Anna Saranti, Heimo Müller:
KANDINSKYPatterns - An experimental exploration environment for Pattern Analysis and Machine Intelligence. CoRR abs/2103.00519 (2021) - [i7]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 abs/2105.05734 (2021) - 2020
- [j5]Andreas Holzinger, Heimo Müller:
Verbinden von Natürlicher und Künstlicher Intelligenz: eine experimentelle Testumgebung für Explainable AI (xAI). HMD Prax. Wirtsch. 57(1): 33-45 (2020) - [j4]Andreas Holzinger, André M. Carrington, Heimo Müller:
Measuring the Quality of Explanations: The System Causability Scale (SCS). Künstliche Intell. 34(2): 193-198 (2020) - [c23]Anna Saranti, Simon Streit, Heimo Müller, Deepika Singh, Andreas Holzinger:
Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches. ISMIS (Industrial Paper) 2020: 59-68 - [c22]Markus Plass, Philipp Faulhammer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller:
Reconstruct and Visualise Hierarchical Relationships in Whole Slide Images. IV 2020: 632-638 - [c21]Heimo Müller, Peter Regitnig, Peter Ferschin, Anna Saranti, Andreas Holzinger:
Classification and Visualization of Patterns in Medical Images. IV 2020: 639-643 - [c20]Birgit Pohn, Farah Nader, Marie-Christina Mayer, Robert Reihs, Helmut Denk, Andreas Holzinger, Kurt Zatloukal, Heimo Müller:
Visualization of Decision Making in Digital Pathology as Educational Tool. IV 2020: 651-656 - [p3]Peter Regitnig, Heimo Müller, Andreas Holzinger:
Expectations of Artificial Intelligence for Pathology. AI and ML for Digital Pathology 2020: 1-15 - [p2]Michaela Kargl, Peter Regitnig, Heimo Müller, Andreas Holzinger:
Towards a Better Understanding of the Workflows: Modeling Pathology Processes in View of Future AI Integration. AI and ML for Digital Pathology 2020: 102-117 - [e3]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:
24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020. IEEE 2020, ISBN 978-1-7281-9134-8 [contents] - [e2]Andreas Holzinger, Randy Goebel, Michael Mengel, Heimo Müller:
Artificial Intelligence and Machine Learning for Digital Pathology - State-of-the-Art and Future Challenges. Lecture Notes in Computer Science 12090, Springer 2020, ISBN 978-3-030-50401-4 [contents] - [i6]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:
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning. CoRR abs/2011.08965 (2020) - [i5]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:
Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading. CoRR abs/2012.05197 (2020) - [i4]Andreas Holzinger, Peter Kieseberg, Heimo Müller:
KANDINSKY Patterns: A Swiss-Knife for the Study of Explainable AI. ERCIM News 2020(120) (2020)
2010 – 2019
- 2019
- [j3]Andreas Holzinger, Georg Langs, Helmut Denk, Kurt Zatloukal, Heimo Müller:
Causability and explainability of artificial intelligence in medicine. WIREs Data Mining Knowl. Discov. 9(4) (2019) - [c19]Andreas Holzinger, Michael D. Kickmeier-Rust, Heimo Müller:
KANDINSKY Patterns as IQ-Test for Machine Learning. CD-MAKE 2019: 1-14 - [c18]Heimo Müller:
Kandinsky Patterns. KDIR 2019: 37 - [c17]Heimo Müller, Martina Lang, Bernhard Wieser, Robert Reihs, Birgit Pohn, Andreas Holzinger, Kurt Zatloukal:
Acceptance of Virtual Health Avatars. ICSSA 2019: 70-75 - [c16]Robert Reihs, Birgit Pohn, Kurt Zatloukal, Andreas Holzinger, Heimo Müller:
NLP for the Generation of Training Data Sets for Ontology-Guided Weakly-Supervised Machine Learning in Digital Pathology. ISCC 2019: 1072-1076 - [c15]Birgit Pohn, Michaela Kargl, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller:
Towards a Deeper Understanding of How a Pathologist Makes a Diagnosis: Visualization of the Diagnostic Process in Histopathology. ISCC 2019: 1081-1086 - [c14]Birgit Pohn, Marie-Christina Mayer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller:
Visualization of Histopathological Decision Making Using a Roadbook Metaphor. IV (1) 2019: 392-397 - [e1]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:
23rd International Conference on Information Visualisation, IV 2019, Paris, France, July 2-5, 2019, Part I. IEEE 2019, ISBN 978-1-7281-2838-2 [contents] - [i3]Heimo Müller, Andreas Holzinger:
Kandinsky Patterns. CoRR abs/1906.00657 (2019) - [i2]Andreas Holzinger, André M. Carrington, Heimo Müller:
Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations. CoRR abs/1912.09024 (2019) - 2017
- [i1]Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal:
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology. CoRR abs/1712.06657 (2017) - 2016
- [c13]Heimo Müller, Robert Reihs, Andreas E. Posch, Andreas Kremer, Doris Ulrich, Kurt Zatloukal:
Data Driven GUI Design and Visualization for a NGS Based Clinical Decision Support System. IV 2016: 355-360 - 2015
- [c12]Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal:
Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach. BIRS-IMLKE 2015: 13-50 - [p1]Heimo Müller, Robert Reihs, Kurt Zatloukal, Fleur Jeanquartier, Roxana Merino-Martinez, David van Enckevort, Morris A. Swertz, Andreas Holzinger:
State-of-the-Art and Future Challenges in the Integration of Biobank Catalogues. Smart Health 2015: 261-273 - 2014
- [j2]Heimo Müller, Robert Reihs, Kurt Zatloukal, Andreas Holzinger:
Analysis of biomedical data with multilevel glyphs. BMC Bioinform. 15(S-6): S5 (2014) - 2013
- [j1]Hermann A. Maurer, Heimo Müller:
Can the Web turn into a digital library? Int. J. Digit. Libr. 13(2): 65-75 (2013) - 2011
- [c11]Heimo Müller, Hermann A. Maurer:
How to carry over historic books into social networks. BooksOnline 2011: 25-34 - [c10]Heimo Müller, Hermann A. Maurer, Robert Reihs, Stefan Sauer, Kurt Zatloukal:
Adaptive Visual Symbols for Personal Health Records. IV 2011: 220-225 - [c9]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:
ITFoM - The IT Future of Medicine. FET 2011: 26-29 - 2010
- [c8]Heimo Müller, Stefan Sauer, Kurt Zatloukal, Thomas Bauernhofer:
Interactive Patient Records. IV 2010: 252-257
2000 – 2009
- 2009
- [c7]Heimo Müller, Robert Reihs, Stefan Sauer, Kurt Zatloukal, Marc Streit, Alexander Lex, Bernhard Schlegl, Dieter Schmalstieg:
Connecting Genes with Diseases. IV 2009: 323-330 - 2006
- [c6]Heimo Müller, Fritz Wiesinger:
Modelling "user understanding" in simple communication tasks. CAI 2006: 39-43
1990 – 1999
- 1999
- [c5]Heimo Müller, Ed Tan:
Movie Maps. IV 1999: 348-353 - [c4]Herwig Rehatschek, Heimo Müller:
A Generic Annotation Model for Video Databases. VISUAL 1999: 383-390 - 1993
- [c3]Heimo Müller-Seelich, H. Mayer, Behnam Tabatabi:
ASN.1 Based Exchange of Graphical and Application Specific Data. Interfaces in Industrial Systems for Production Engineering 1993: 187-199 - 1991
- [c2]Gerhard Ertl, Heimo Müller-Seelich, Behnam Tabatabai:
MOVE-X: A System for Combining Video Films and Computer Animation. Eurographics 1991: 305-314 - [c1]Barbara Geymayer, Manfred Prantl, Heimo Müller-Seelich, Behnam Tabatabai:
Animation of Landscapes Using Satellite Imagery. Eurographics 1991: 437-446
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
