Measuring the Quality of Explanations: The System Causability Scale (SCS): Comparing Human and Machine Explanations

por Holzinger, Andreas, Carrington, André, Müller, Heimo
Publicado 2020

A Literature Review on Ethics for AI in Biomedical Research and Biobanking

por Kargl, Michaela, Plass, Markus, Müller, Heimo
Publicado 2022

Analysis of biomedical data with multilevel glyphs

por Müller, Heimo, Reihs, Robert, Zatloukal, Kurt, Holzinger, Andreas
Publicado 2014

Automatic classification of histopathological diagnoses for building a large scale tissue catalogue

por Reihs, Robert, Müller, Heimo, Sauer, Stefan, Zatloukal, Kurt
Publicado 2016

Causability and explainability of artificial intelligence in medicine

por Holzinger, Andreas, Langs, Georg, Denk, Helmut, Zatloukal, Kurt, Müller, Heimo
Publicado 2019

Creating personas for exposome research: the experience from the HEAP project

por Coombs, Heather, Wootton, Tracy, Dillner, Joakim, Müller, Heimo, Berger, Anouk, Kozlakidis, Zisis
Publicado 2023

BBMRI-ERIC Directory: 515 Biobanks with Over 60 Million Biological Samples

por Holub, Petr, Swertz, Morris, Reihs, Robert, van Enckevort, David, Müller, Heimo, Litton, Jan-Eric
Publicado 2016

From the evaluation of existing solutions to an all-inclusive package for biobanks

por Müller, Heimo, Malservet, Nicolas, Quinlan, Philip, Reihs, Robert, Penicaud, Matthieu, Chami, Antoine, Zatloukal, Kurt, Dagher, George
Publicado 2017

Lightweight Distributed Provenance Model for Complex Real–world Environments

por Wittner, Rudolf, Mascia, Cecilia, Gallo, Matej, Frexia, Francesca, Müller, Heimo, Plass, Markus, Geiger, Jörg, Holub, Petr
Publicado 2022

Non-contrast-enhanced CT texture analysis of primary and metastatic pancreatic ductal adenocarcinomas: value in assessment of histopathological grade and differences between primar...

por Janisch, Michael, Adelsmayr, Gabriel, Müller, Heimo, Holzinger, Andreas, Janek, Elmar, Talakic, Emina, Fuchsjäger, Michael, Schöllnast, Helmut
Publicado 2022

Integration of Biobanks in National eHealth Ecosystems Facilitating Long-Term Longitudinal Clinical-Omics Studies and Citizens' Engagement in Research Through eHealthBioR

por Antoniades, Athos, Papaioannou, Maria, Malatras, Apostolos, Papagregoriou, Gregory, Müller, Heimo, Holub, Petr, Deltas, Constantinos, Schizas, Christos N.
Publicado 2021

Overexpression of eIF3a in Squamous Cell Carcinoma of the Oral Cavity and Its Putative Relation to Chemotherapy Response

por Spilka, Rita, Laimer, Klaus, Bachmann, Felix, Spizzo, Gilbert, Vogetseder, Alexander, Wieser, Manuel, Müller, Heimo, Haybaeck, Johannes, Obrist, Peter
Publicado 2012

Privacy risks of whole-slide image sharing in digital pathology

por Holub, Petr, Müller, Heimo, Bíl, Tomáš, Pireddu, Luca, Plass, Markus, Prasser, Fabian, Schlünder, Irene, Zatloukal, Kurt, Nenutil, Rudolf, Brázdil, Tomáš
Publicado 2023

Explainability and causability in digital pathology

por Plass, Markus, Kargl, Michaela, Kiehl, Tim‐Rasmus, Regitnig, Peter, Geißler, Christian, Evans, Theodore, Zerbe, Norman, Carvalho, Rita, Holzinger, Andreas, Müller, Heimo
Publicado 2023

Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning

por Höhn, Julia, Krieghoff-Henning, Eva, Wies, Christoph, Kiehl, Lennard, Hetz, Martin J., Bucher, Tabea-Clara, Jonnagaddala, Jitendra, Zatloukal, Kurt, Müller, Heimo, Plass, Markus, Jungwirth, Emilian, Gaiser, Timo, Steeg, Matthias, Holland-Letz, Tim, Brenner, Hermann, Hoffmeister, Michael, Brinker, Titus J.
Publicado 2023

Pathologist Validation of a Machine Learning–Derived Feature for Colon Cancer Risk Stratification

por L’Imperio, Vincenzo, Wulczyn, Ellery, Plass, Markus, Müller, Heimo, Tamini, Nicolò, Gianotti, Luca, Zucchini, Nicola, Reihs, Robert, Corrado, Greg S., Webster, Dale R., Peng, Lily H., Chen, Po-Hsuan Cameron, Lavitrano, Marialuisa, Liu, Yun, Steiner, David F., Zatloukal, Kurt, Pagni, Fabio
Publicado 2023

Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning

por Krogue, Justin D., Azizi, Shekoofeh, Tan, Fraser, Flament-Auvigne, Isabelle, Brown, Trissia, Plass, Markus, Reihs, Robert, Müller, Heimo, Zatloukal, Kurt, Richeson, Pema, Corrado, Greg S., Peng, Lily H., Mermel, Craig H., Liu, Yun, Chen, Po-Hsuan Cameron, Gombar, Saurabh, Montine, Thomas, Shen, Jeanne, Steiner, David F., Wulczyn, Ellery
Publicado 2023

Extending the Minimum Information About BIobank Data Sharing Terminology to Describe Samples, Sample Donors, and Events

por Eklund, Niina, Andrianarisoa, Ny Haingo, van Enckevort, Esther, Anton, Gabriele, Debucquoy, Annelies, Müller, Heimo, Zaharenko, Linda, Engels, Cäcilia, Ebert, Lars, Neumann, Michael, Geeraert, Joachim, T'Joen, Veronique, Demski, Hans, Caboux, Élodie, Proynova, Rumyana, Parodi, Barbara, Mate, Sebastian, van Iperen, Erik, Merino-Martinez, Roxana, Quinlan, Philip R., Holub, Petr, Silander, Kaisa
Publicado 2020

Interpretable survival prediction for colorectal cancer using deep learning

por Wulczyn, Ellery, Steiner, David F., Moran, Melissa, Plass, Markus, Reihs, Robert, Tan, Fraser, Flament-Auvigne, Isabelle, Brown, Trissia, Regitnig, Peter, Chen, Po-Hsuan Cameron, Hegde, Narayan, Sadhwani, Apaar, MacDonald, Robert, Ayalew, Benny, Corrado, Greg S., Peng, Lily H., Tse, Daniel, Müller, Heimo, Xu, Zhaoyang, Liu, Yun, Stumpe, Martin C., Zatloukal, Kurt, Mermel, Craig H.
Publicado 2021

Human exposome assessment platform

por Merino Martinez, Roxana, Müller, Heimo, Negru, Stefan, Ormenisan, Alex, Arroyo Mühr, Laila Sara, Zhang, Xinyue, Trier Møller, Frederik, Clements, Mark S., Kozlakidis, Zisis, Pimenoff, Ville N., Wilkowski, Bartlomiej, Boeckhout, Martin, Öhman, Hanna, Chong, Steven, Holzinger, Andreas, Lehtinen, Matti, van Veen, Evert-Ben, Bała, Piotr, Widschwendter, Martin, Dowling, Jim, Törnroos, Juha, Snyder, Michael P., Dillner, Joakim
Publicado 2021