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Markus Plass
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2020 – today
- 2024
- [i5]Norman Zerbe, Lars Ole Schwen
, Christian Geißler, Katja Wiesemann, Tom Bisson, Peter Boor, Rita Carvalho, Michael Franz, Christoph Jansen, Tim-Rasmus Kiehl, Björn Lindequist, Nora Charlotte Pohlan, Sarah Schmell, Klaus Strohmenger, Falk Zakrzewski, Markus Plass, Michael Takla, Tobias Küster, André Homeyer, Peter Hufnagl:
Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative. CoRR abs/2401.09450 (2024) - 2023
- [c4]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 - 2022
- [j5]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) - [j4]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) - [j3]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) - [c3]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 - [i4]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
- [j2]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) - 2020
- [c2]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 - [i3]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) - [i2]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)
2010 – 2019
- 2019
- [j1]Andreas Holzinger
, Markus Plass, Michael D. Kickmeier-Rust, Katharina Holzinger, Gloria Cerasela Crisan
, Camelia-Mihaela Pintea
, Vasile Palade:
Interactive machine learning: experimental evidence for the human in the algorithmic loop - A case study on Ant Colony Optimization. Appl. Intell. 49(7): 2401-2414 (2019) - 2017
- [i1]Andreas Holzinger
, Markus Plass, Katharina Holzinger
, Gloria Cerasela Crisan, Camelia-Mihaela Pintea
, Vasile Palade:
A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop. CoRR abs/1708.01104 (2017) - 2016
- [c1]Andreas Holzinger
, Markus Plass, Katharina Holzinger
, Gloria Cerasela Crisan
, Camelia-Mihaela Pintea
, Vasile Palade:
Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach. CD-ARES 2016: 81-95
Coauthor Index
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last updated on 2024-04-24 23:17 CEST by the dblp team
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