Multi-omics disease module detection with an explainable Greedy Decision Forest

por Pfeifer, Bastian, Baniecki, Hubert, Saranti, Anna, Biecek, Przemyslaw, Holzinger, Andreas
Publicado 2022

Toward human-level concept learning: Pattern benchmarking for AI algorithms

por Holzinger, Andreas, Saranti, Anna, Angerschmid, Alessa, Finzel, Bettina, Schmid, Ute, Mueller, Heimo
Publicado 2023

Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs

por Finzel, Bettina, Saranti, Anna, Angerschmid, Alessa, Tafler, David, Pfeifer, Bastian, Holzinger, Andreas
Publicado 2022

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification

por Pfeifer, Bastian, Chereda, Hryhorii, Martin, Roman, Saranti, Anna, Clemens, Sandra, Hauschild, Anne-Christin, Beißbarth, Tim, Holzinger, Andreas, Heider, Dominik
Publicado 2023

Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions

por Holzinger, Andreas, Saranti, Anna, Angerschmid, Alessa, Retzlaff, Carl Orge, Gronauer, Andreas, Pejakovic, Vladimir, Medel-Jimenez, Francisco, Krexner, Theresa, Gollob, Christoph, Stampfer, Karl
Publicado 2022

Invasive fungal infections in a pediatric hematology-oncology department: A 16-year retrospective study

por Kazakou, Nikoleta, Vyzantiadis, Timoleon Achilleas, Gambeta, Anastasia, Vasileiou, Eleni, Tsotridou, Eleni, Kotsos, Dimitrios, Giantsidi, Athina, Saranti, Anna, Palabougiouki, Maria, Ioannidou, Maria, Hatzipantelis, Emmanuil, Tragiannidis, Athanasios
Publicado 2020

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

por Matschinske, Julian, Späth, Julian, Bakhtiari, Mohammad, Probul, Niklas, Kazemi Majdabadi, Mohammad Mahdi, Nasirigerdeh, Reza, Torkzadehmahani, Reihaneh, Hartebrodt, Anne, Orban, Balazs-Attila, Fejér, Sándor-József, Zolotareva, Olga, Das, Supratim, Baumbach, Linda, Pauling, Josch K, Tomašević, Olivera, Bihari, Béla, Bloice, Marcus, Donner, Nina C, Fdhila, Walid, Frisch, Tobias, Hauschild, Anne-Christin, Heider, Dominik, Holzinger, Andreas, Hötzendorfer, Walter, Hospes, Jan, Kacprowski, Tim, Kastelitz, Markus, List, Markus, Mayer, Rudolf, Moga, Mónika, Müller, Heimo, Pustozerova, Anastasia, Röttger, Richard, Saak, Christina C, Saranti, Anna, Schmidt, Harald H H W, Tschohl, Christof, Wenke, Nina K, Baumbach, Jan
Publicado 2023