Accuracy Assessment of Satellite Image Classification Depending on Training Sample by Georg Ruppert, Mushtaq Hussain, Heimo Müller

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Creating personas for exposome research: the experience from the HEAP project [version 1; peer review: 2 approved] by Heather Coombs, Joakim Dillner, Heimo Müller, Tracy Wootton, Anouk Berger, Zisis Kozlakidis

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Personas for Artificial Intelligence (AI) an Open Source Toolbox by Andreas Holzinger, Michaela Kargl, Bettina Kipperer, Peter Regitnig, Markus Plass, Heimo Muller

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Lightweight Distributed Provenance Model for Complex Real–world Environments by Rudolf Wittner, Cecilia Mascia, Matej Gallo, Francesca Frexia, Heimo Müller, Markus Plass, Jörg Geiger, Petr Holub

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Privacy risks of whole-slide image sharing in digital pathology by Petr Holub, Heimo Müller, Tomáš Bíl, Luca Pireddu, Markus Plass, Fabian Prasser, Irene Schlünder, Kurt Zatloukal, Rudolf Nenutil, Tomáš Brázdil

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Explainability and causability in digital pathology by Markus Plass, Michaela Kargl, Tim‐Rasmus Kiehl, Peter Regitnig, Christian Geißler, Theodore Evans, Norman Zerbe, Rita Carvalho, Andreas Holzinger, Heimo Müller

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Assessing household lifestyle exposures from consumer purchases, the My Purchases cohort by Frederik T. Møller, Thor Grønborg Junker, Kathrine Kold Sørensen, Caroline Eves, Jan Wohlfahrt, Joakim Dillner, Christian Torp-Pedersen, Bartlomiej Wilkowski, Steven Chong, Tune H. Pers, Victor Yakimov, Heimo Müller, Steen Ethelberg, Mads Melbye

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Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning by Julia Höhn, Eva Krieghoff-Henning, Christoph Wies, Lennard Kiehl, Martin J. Hetz, Tabea-Clara Bucher, Jitendra Jonnagaddala, Kurt Zatloukal, Heimo Müller, Markus Plass, Emilian Jungwirth, Timo Gaiser, Matthias Steeg, Tim Holland-Letz, Hermann Brenner, Michael Hoffmeister, Titus J. Brinker

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Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning by Justin D. Krogue, Shekoofeh Azizi, Fraser Tan, Isabelle Flament-Auvigne, Trissia Brown, Markus Plass, Robert Reihs, Heimo Müller, Kurt Zatloukal, Pema Richeson, Greg S. Corrado, Lily H. Peng, Craig H. Mermel, Yun Liu, Po-Hsuan Cameron Chen, Saurabh Gombar, Thomas Montine, Jeanne Shen, David F. Steiner, Ellery Wulczyn

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Interpretable survival prediction for colorectal cancer using deep learning by 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, Greg S. Corrado, Lily H. Peng, Daniel Tse, Heimo Müller, Zhaoyang Xu, Yun Liu, Martin C. Stumpe, Kurt Zatloukal, Craig H. Mermel

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High Keratin 8/18 Ratio Predicts Aggressive Hepatocellular Cancer Phenotype by Nicole Golob-Schwarzl, Kira Bettermann, Anita Kuldeep Mehta, Sonja M. Kessler, Julia Unterluggauer, Stefanie Krassnig, Kensuke Kojima, Xintong Chen, Yujin Hoshida, Nabeel M. Bardeesy, Heimo Müller, Vendula Svendova, Michael G. Schimek, Clemens Diwoky, Alexandra Lipfert, Vineet Mahajan, Cornelia Stumptner, Andrea Thüringer, Leopold F. Fröhlich, Tatjana Stojakovic, K.P.R. Nilsson, Thomas Kolbe, Thomas Rülicke, Thomas M. Magin, Pavel Strnad, Alexandra K. Kiemer, Richard Moriggl, Johannes Haybaeck

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Toward a common standard for data and specimen provenance in life sciences by Rudolf Wittner, Petr Holub, Cecilia Mascia, Francesca Frexia, Heimo Müller, Markus Plass, Clare Allocca, Fay Betsou, Tony Burdett, Ibon Cancio, Adriane Chapman, Martin Chapman, Mélanie Courtot, Vasa Curcin, Johann Eder, Mark Elliot, Katrina Exter, Carole Goble, Martin Golebiewski, Bron Kisler, Andreas Kremer, Simone Leo, Sheng Lin‐Gibson, Anna Marsano, Marco Mattavelli, Josh Moore, Hiroki Nakae, Isabelle Perseil, Ayat Salman, James Sluka, Stian Soiland‐Reyes, Caterina Strambio‐De‐Castillia, Michael Sussman, Jason R. Swedlow, Kurt Zatloukal, Jörg Geiger

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The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach by Julian Matschinske, Julian Späth, Mohammad Bakhtiari, Niklas Probul, Mohammad Mahdi Kazemi Majdabadi, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balazs-Attila Orban, Sándor-József Fejér, Olga Zolotareva, Supratim Das, Linda Baumbach, Josch K Pauling, Olivera Tomašević, Béla Bihari, Marcus 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, Christina C Saak, Anna Saranti, Harald H H W Schmidt, Christof Tschohl, Nina K Wenke, Jan Baumbach

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