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TU Dresden
A joint project with Uni Leipzig DE EN
SECAI-Wissenschaftler:innen bei der Arbeit © DAAD/Nathan Dreessen

Publications in SECAI

Rajab Aghamov, Christel Baier, Toghrul Karimov, Joël Ouaknine, Jakob Piribauer
Linear dynamical systems with continuous weight functions
In Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2024, 2024. ACM. 10.1145/3641513.3650173
Composite AI Conference Publication
Kossi Amouzouvi, Bowen Song, Sahar Vahdati, Jens Lehmann
Knowledge GeoGebra: Leveraging Geometry of Relation Embeddings in Knowledge Graph Completion
In Proceedings of the Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, 9832-9842, 2024. European Language Resources Association (ELRA).
Composite AI Conference Publication
Julia Belyaeva, Matthias Elgeti
Exploring protein structural ensembles: Integration of sparse experimental data from electron paramagnetic resonance spectroscopy with molecular modeling methods
In eLife, volume 13, 2024. 10.7554/eLife.99770
AI Methods for Health Journal Publication
Volodymyr Bondarenko, Jonas Schulz, Giang T. Nguyen, Frank H. P. Fitzek
Latency Visualization Emulation Scheme for Interactive Cloud XR Gaming
In Proceedings of the 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, 385-387, 2024. IEEE. 10.1109/PerComWorkshops59983.2024.10503547
Composite AI Conference Publication
Benjamin P. Brown, Richard A. Stein, Jens Meiler, Hassane S. Mchaourab
Approximating Projections of Conformational Boltzmann Distributions with AlphaFold2 Predictions: Opportunities and Limitations
In Journal of Chemical Theory and Computation, volume 20, 1434-1447, 2024. American Chemical Society. 10.1021/acs.jctc.3c01081
AI Methods for Health Journal Publication
Zdravko Dugonjić, Adrien Pupier, Benjamin Lecouteux, Maximin Coavoux
What has LeBenchmark Learnt about French Syntax?
In Proceedings of the Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, 17493-17499, 2024. European Language Resources Association (ELRA).
Composite AI Conference Publication
Omar S. M. El Nahhas, Marko van Treeck, Georg Wölflein, Michaela Unger, Marta Ligero, Tim Lenz, Sophia Janine Wagner, Katherine J. Hewitt, Firas Khader, Sebastian Foersch, Daniel Truhn, Jakob Nikolas Kather
From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology
In Nature Protocols, 2024. Springer Nature. 10.1038/s41596-024-01047-2
Intelligent Medical Devices Journal Publication
Omar S. M. El Nahhas, Chiara M. L. Loeffler, Zunamys I. Carrero, Marko van Treeck, Fiona R. Kolbinger, Katherine J. Hewitt, Hannah S. Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge S. Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides
In Nature Communications, volume 15, 2024. Nature Research. 10.1038/s41467-024-45589-1
Intelligent Medical Devices Journal Publication
Letian Fu, Gaurav Datta, Huang Huang, William Chung-Ho Panitch, Jaimyn Drake, Joseph Ortiz, Mustafa Mukadam, Mike Lambeta, Roberto Calandra, Ken Goldberg
A Touch, Vision, and Language Dataset for Multimodal Alignment
In Proceedings of the 41st International Conference on Machine Learning, ICML 2024, 14080-14101, 2024. ML Research Press.
Composite AI Conference Publication
Niklas Funk, Erik Helmut, Georgia Chalvatzaki, Roberto Calandra, Jan Peters
Evetac: An Event-Based Optical Tactile Sensor for Robotic Manipulation
In IEEE Transactions on Robotics, volume 40, 3812-3832, 2024. IEEE. 10.1109/TRO.2024.3428430
Composite AI Journal Publication
Lukas Gerlach, David Carral, Markus Hecher
Finite Groundings for ASP with Functions: A Journey through Consistency
In Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024, 3386-3394, 2024. International Joint Conferences on Artificial Intelligence.
Composite AI Conference Publication
Marcos E. González Laffitte, Peter F Stadler
Progressive Multiple Alignment of Graphs
In Algorithms, volume 17, 2024. Multidisciplinary Digital Publishing Institute (MDPI). 10.3390/a17030116
AI Methods for Health Journal Publication
Marco Gustav, Nic G. Reitsam, Zunamys I. Carrero, Chiara M. L. Loeffler, Marko van Treeck, Tanwei Yuan, Nicholas P. West, Philip Quirke, Titus J. Brinker, Hermann Brenner, Loëtitia Favre, Bruno Märkl, Albrecht Stenzinger, Alexander Brobeil, Michael Hoffmeister, Julien Calderaro, Anaïs Pujals, Jakob Nikolas Kather
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology
In npj Precision Oncology, volume 8, 2024. Nature Research. 10.1038/s41698-024-00592-z
Intelligent Medical Devices Journal Publication
Grover E. C. Guzman, Peter F Stadler, Andre Fujita
Cavity approach for the approximation of spectral density of graphs with heterogeneous structures
In Physical Review E, volume 109, 2024. American Physical Society. 10.1103/PhysRevE.109.034303
AI Methods for Health Journal Publication
Philipp Hanisch, Markus Krötzsch
Chase Termination Beyond Polynomial Time
In Proc. ACM Manag. Data, volume 2(2), 2024. ACM. 10.1145/3651594
Composite AI Journal Publication
Lars Hilgers, Narmin Ghaffari Laleh, Nicholas P. West, Alice Westwood, Katherine J. Hewitt, Philip Quirke, Heike I. Grabsch, Zunamys I. Carrero, Emylou Matthaei, Chiara M. L. Loeffler, Titus J. Brinker, Tanwei Yuan, Hermann Brenner, Alexander Brobeil, Michael Hoffmeister, Jakob Nikolas Kather
Automated curation of large-scale cancer histopathology image datasets using deep learning
In Histopathology, volume 84, 1139-1153, 2024. John Wiley and Sons Inc. 10.1111/his.15159
Intelligent Medical Devices Journal Publication
Hanna Hoffmann, Isabel Funke, Philipp Peters, Danush Kumar Venkatesh, Jan Egger, Dominik Rivoir, Rainer Röhrig, Frank Hölzle, Sebastian Bodenstedt, Marie-Christin Willemer, Stefanie Speidel, Behrus Puladi
AIxSuture: vision-based assessment of open suturing skills
In International Journal of Computer Assisted Radiology and Surgery, volume 19, 1045-1052, 2024. Springer. 10.1007/s11548-024-03093-3
Intelligent Medical Devices Journal Publication
Xiaofeng Jiang, Michael Hoffmeister, Hermann Brenner, Hannah S. Muti, Tanwei Yuan, Sebastian Foersch, Nicholas P. West, Alexander Brobeil, Jitendra Jonnagaddala, Nicholas J. Hawkins, Robyn L. Ward, Titus J. Brinker, Oliver Lester Saldanha, Jia Ke, Wolfram Müller, Heike I. Grabsch, Philip Quirke, Daniel Truhn, Jakob Nikolas Kather
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study
In The Lancet Digital Health, volume 6, e33-e43, 2024. Elsevier Ltd. 10.1016/S2589-7500(23)00208-X
Intelligent Medical Devices Journal Publication
Caleb A. H. Jones, Benjamin P. Brown, Daniel C. Schultz, Julie Engers, Valerie M. Kramlinger, Jens Meiler, Craig W. Lindsley
Computer-Aided Design and Biological Evaluation of Diazaspirocyclic D4R Antagonists
In ACS Chemical Neuroscience, volume 15, 2396-2407, 2024. American Chemical Society. 10.1021/acschemneuro.4c00086
AI Methods for Health Journal Publication
Jonas Karge, Sebastian Rudolph, Juliette-Michelle Burkhardt, Dominik Rusovac
To Lead or to be Led: A Generalized Condorcet Jury Theorem under Dependence
In Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, 983-991, 2024. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
Intelligent Medical Devices Composite AI Conference Publication
Jakob Nikolas Kather, Dyke Ferber, Isabella C. Wiest, Stephen Gilbert, Daniel Truhn
Large language models could make natural language again the universal interface of healthcare
In Nature Medicine, 2024. Nature Research. 10.1038/s41591-024-03199-w
Intelligent Medical Devices Journal Publication
Kathlen Kohn, Guido Montúfar, Vahid Shahverdi, Matthew Trager
Function Space and Critical Points of Linear Convolutional Networks
In SIAM Journal on Applied Algebra and Geometry, volume 8, 333-362, 2024. Society for Industrial and Applied Mathematics Publications. 10.1137/23M1565504
Composite AI Journal Publication
Fiona R. Kolbinger, Gregory P. Veldhuizen, Jiefu Zhu, Daniel Truhn, Jakob Nikolas Kather
Reporting guidelines in medical artificial intelligence: a systematic review and meta-analysis
In Communications Medicine, volume 4, 2024. Springer Nature. 10.1038/s43856-024-00492-0
Intelligent Medical Devices Journal Publication
D. Kosakin, S. Obiedkov, E. Rakhilina, I. Smirnov, A. Vyrenkova, E. Zalivina
Russian Learner Corpus: Towards Error-Cause Annotation for L2 Russian
In Proceedings of the Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024, 14240-14258, 2024. European Language Resources Association (ELRA).
Composite AI Conference Publication
Charlotte Langer
Decision-making power and responsibility in an automated administration
In Discover Artificial Intelligence, volume 4, 2024. Springer Nature. 10.1007/s44163-024-00152-1
Societal Framework for AI Journal Publication
Jens Lehmann, Dhananjay Bhandiwad, Preetam Gattogi, Sahar Vahdati
Beyond Boundaries: A Human-like Approach for Question Answering over Structured and Unstructured Information Sources
In Transactions of the Association for Computational Linguistics, volume 12, 786-802, 2024. MIT Press Journals. 10.1162/tacl_a_00671
Composite AI Journal Publication
Tim S. Lyon, Jonas Karge
Constructive Interpolation and Concept-Based Beth Definability for Description Logics via Sequents
In Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024, 3484-3492, 2024. International Joint Conferences on Artificial Intelligence.
Composite AI Conference Publication
Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, Bjoern Andres
Box Facets and Cut Facets of Lifted Multicut Polytopes
In Proceedings of the 41st International Conference on Machine Learning, ICML 2024, 37365-37375, 2024. ML Research Press.
Composite AI Conference Publication
Jan M. Niehues, Gustav Müller-Franzes, Yoni Schirris, Sophia Janine Wagner, Michael Jendrusch, Matthias Kloor, Alexander T. Pearson, Hannah S. Muti, Katherine J. Hewitt, Gregory P. Veldhuizen, Laura Zigutyte, Daniel Truhn, Jakob Nikolas Kather
Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance
In Computers in Biology and Medicine, volume 175, 2024. Elsevier Ltd. 10.1016/j.compbiomed.2024.108410
Intelligent Medical Devices Journal Publication
S. Obiedkov, Barış Sertkaya
Probably Approximately Correct Ontology Completion with pacco (Extended Abstract)
In Proceedings of the 37th International Workshop on Description Logics, DL 2024, 2024. CEUR-WS.
Composite AI Conference Publication
Raquel Perez-Lopez, Narmin Ghaffari Laleh, Faisal Mahmood, Jakob Nikolas Kather
A guide to artificial intelligence for cancer researchers
In Nature Reviews Cancer, volume 24, 427-441, 2024. Nature Research. 10.1038/s41568-024-00694-7
Intelligent Medical Devices Journal Publication
Antonia Sophia Peter, Dieter S. Hoffmann, Johannes Klier, Christina M. Lange, Johanna Moeller, Victoria Most, Christina K. Wüst, Max Beining, Sevilay Gülesen, Hannes Junker, Birke Brumme, Torben Schiffner, Jens Meiler, Clara T. Schoeder
Strategies of rational and structure-driven vaccine design for Arenaviruses
In Infection, Genetics and Evolution, volume 123, 2024. Elsevier B.V.. 10.1016/j.meegid.2024.105626
AI Methods for Health Journal Publication
Tieu-Long Phan, Klaus Weinbauer, Thomas Gärtner, Daniel Merkle, Jakob L. Andersen, Rolf Fagerberg, Peter F Stadler
Reaction rebalancing: a novel approach to curating reaction databases
In Journal of Cheminformatics, volume 16, 2024. BioMed Central Ltd. 10.1186/s13321-024-00875-4
AI Methods for Health Journal Publication
Michelle Philipp, Christopher W Moth, Nikola Ristic, Johanna K S Tiemann, Florian Seufert, Aleksandra Panfilova, Jens Meiler, Peter W Hildebrand, Amelie Stein, Daniel Wiegreffe, René Staritzbichler
MutationExplorer: a webserver for mutation of proteins and 3D visualization of energetic impacts
In Nucleic Acids Research, volume 52, W132-W139, 2024. Oxford University Press. 10.1093/nar/gkae301
AI Methods for Health Journal Publication
Nic G. Reitsam, Bianca Grosser, David F. Steiner, Veselin Grozdanov, Ellery Wulczyn, Vincenzo L’Imperio, Markus Plass, Heimo Müller, Kurt Zatloukal, Hannah S. Muti, Jakob Nikolas Kather, Bruno Märkl
Converging deep learning and human-observed tumor-adipocyte interaction as a biomarker in colorectal cancer
In Communications Medicine, volume 4, 2024. Springer Nature. 10.1038/s43856-024-00589-6
Intelligent Medical Devices Journal Publication
Nic G. Reitsam, Veselin Grozdanov, Chiara Maria Lavinia Löffler, Hannah S. Muti, Bianca Grosser, Jakob Nikolas Kather, Bruno Märkl
Novel biomarker SARIFA in colorectal cancer: highly prognostic, not genetically driven and histologic indicator of a distinct tumor biology
In Cancer Gene Therapy, volume 31, 207-216, 2024. Springer Nature. 10.1038/s41417-023-00695-y
Intelligent Medical Devices Journal Publication
Farid Saberi-Movahed, Bitasta Biswas, Prayag Tiwari, Jens Lehmann, Sahar Vahdati
Deep Nonnegative Matrix Factorization with Joint Global and Local Structure Preservation
In Expert Systems with Applications, volume 249, 2024. Elsevier Ltd. 10.1016/j.eswa.2024.123645
Composite AI Journal Publication
Stephanie Schiedermair
Between Efficiency and Loss of Control: The Use of Artificial Intelligence by the Public Administration in the Mirror of the Law
In Quo vadis Artificial Intelligence in Nuclear Waste Management?, 16-18, 2024. Bundesamt für die Sicherheit der nuklearen Entsorgung (BASE) (Hrsg.).
Societal Framework for AI Journal Publication
Stephanie Schiedermair
The Civil Service and Artificial Intelligence
In The Handbook of Civil Service in Europe, 2024. Karl-Peter Sommermann/Adam Krzywoń/Cristina Fraenkel-Haeberle (eds.).
Societal Framework for AI Journal Publication
Richard Schroedter, Adnan Haidar, Ronald Tetzlaff
Fault Impact Map for Memristive Crossbar Neural Networks
In Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, MOCAST 2024, 2024. IEEE. 10.1109/MOCAST61810.2024.10615515
AI Compute Paradigms Conference Publication
Yidan Tang, Rocco Moretti, Jens Meiler
Recent Advances in Automated Structure-Based De Novo Drug Design
In Journal of Chemical Information and Modeling, volume 64, 1794-1805, 2024. American Chemical Society. 10.1021/acs.jcim.4c00247
AI Methods for Health Journal Publication
Daniel Truhn, Chiara M. L. Loeffler, Gustav Müller-Franzes, Sven Nebelung, Katherine J. Hewitt, Sebastian Brandner, Keno K Bressem, Sebastian Foersch, Jakob Nikolas Kather
Extracting structured information from unstructured histopathology reports using generative pre-trained transformer 4 (GPT-4)
In Journal of Pathology, volume 262, 310-319, 2024. John Wiley and Sons Ltd. 10.1002/path.6232
Intelligent Medical Devices Journal Publication
Michaela Unger, Jakob Nikolas Kather
Deep learning in cancer genomics and histopathology
In Genome Medicine, volume 16, 2024. BioMed Central Ltd. 10.1186/s13073-024-01315-6
Intelligent Medical Devices Journal Publication
Michaela Unger, Jakob Nikolas Kather
A systematic analysis of deep learning in genomics and histopathology for precision oncology
In BMC Medical Genomics, volume 17, 2024. BioMed Central Ltd. 10.1186/s12920-024-01796-9
Intelligent Medical Devices Journal Publication
Brinda Vallat, Benjamin M. Webb, John D. Westbrook, Thomas D. Goddard, Christian A. Hanke, Andrea Graziadei, Ezra Peisach, Arthur Zalevsky, Jared Sagendorf, Hongsuda Tangmunarunkit, Serban Voinea, Monica Sekharan, Jian Yu, Alexander A.M.J.J. Bonvin, Frank DiMaio, Gerhard Hummer, Jens Meiler, Emad Tajkhorshid, Thomas E. Ferrin, Catherine L. Lawson, Alexander Leitner, Juri Rappsilber, Claus A.M. Seidel, Cy M. Jeffries, Stephen K. Burley, Jeffrey C. Hoch, Genji Kurisu, Kyle Morris, Ardan Patwardhan, Sameer Velankar, Torsten Schwede, Jill Trewhella, Carl Kesselman, Helen M. Berman, Andrej Sali
IHMCIF: An Extension of the PDBx/mmCIF Data Standard for Integrative Structure Determination Methods
In Journal of Molecular Biology, volume 436, 2024. Academic Press. 10.1016/j.jmb.2024.168546
AI Methods for Health Journal Publication
Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel
Exploring semantic consistency in unpaired image translation to generate data for surgical applications
In International Journal of Computer Assisted Radiology and Surgery, volume 19, 985-993, 2024. Springer. 10.1007/s11548-024-03079-1
Intelligent Medical Devices Journal Publication
Sarah von Löhneysen, Mario Mörl, Peter F Stadler
Limits of experimental evidence in RNA secondary structure prediction
In Frontiers in Bioinformatics, volume 4, 2024. Frontiers Media SA. 10.3389/fbinf.2024.1346779
AI Methods for Health Journal Publication
Jiajing Zhang, Lyuqiao Zhong, Yushan Yang, Jonas Schulz, Giang T. Nguyen, Frank H. P. Fitzek
LEON: Simulating Handover Integrating Non-Terrestrial Networks with 5G and beyond
In Proceedings of the 10th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications, DroNet 2024, 43-48, 2024. ACM. 10.1145/3661810.3663470
Composite AI Conference Publication
Dörthe Arndt, Stephan Mennicke
Notation3 as an Existential Rule Language
In Proceedings of the 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023, 70-85, 2023. Springer. 10.1007/978-3-031-45072-3_5
Composite AI Conference Publication
Martin Bogdan
Is Boredom an Indicator on the way to Singularity of Artificial Intelligence? Hypotheses as Thought-Provoking Impulse
In Proceedings of the ESANN 2023, European Symposium on Artificial Neural Networks, 2023. Computational Intelligence and Machine Learning. 10.14428/esann/2023.ES2023-89
AI Methods for Health Conference Publication
Pierre Bréchet, Katerina Papagiannouli, Jing An, Guido Montúfar
Critical Points and Convergence Analysis of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss
In Proceedings of the 40th International Conference on Machine Learning, ICML 2023, 3106-3147, 2023. ML Research Press.
Composite AI Conference Publication
Julien Calderaro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maille, Loëtitia Favre, Anaïs Pujals, Christophe Klein, Céline Bazille, Lara R. Heij, Arnaud Uguen, Tom Luedde, Luca Di Tommaso, Aurélie Beaufrère, Augustin Chatain, Delphine Gastineau, Cong Trung Nguyen, Hiep Nguyen-Canh, Khuyen Nguyen Thi, Viviane Gnemmi, Rondell P. Graham, Frédéric Charlotte, Dominique Wendum, Mukul Vij, Daniela S. Allende, Federico Aucejo, Alba Diaz, Benjamin Rivière, Astrid Herrero, Katja Evert, Diego Francesco Calvisi, Jérémy Augustin, Wei Qiang Leow, Howard Ho Wai Leung, Emmanuel Boleslawski, Mohamed Rela, Arnaud François, Anthony Wing-Hung Cha, Alejandro Forner, Maria Reig, Manon Allaire, Olivier Scatton, Denis Chatelain, Camille Boulagnon-Rombi, Nathalie Sturm, Benjamin Menahem, Eric Frouin, David Tougeron, Christophe Tournigand, Emmanuelle Kempf, Haeryoung Kim, Massih Ningarhari, Sophie Michalak-Provost, Purva Gopal, Raffaele Brustia, Eric Vibert, Kornelius Schulze, Darius F. Rüther, Sören A. Weidemann, Rami Rhaiem, Jean-Michel Pawlotsky, Xuchen Zhang, Alain Luciani, Sébastien Mulé, Alexis Laurent, Giuliana Amaddeo, Hélène Regnault, Eleonora De Martin, Christine Sempoux, Pooja Navale, Maria Westerhoff, Regina Cheuk-Lam Lo, Jan Bednarsch, Annette Gouw, Catherine Guettier, Marie Lequoy, Kenichi Harada, Pimsiri Sripongpun, Poowadon Wetwittayaklang, Nicolas Loménie, Jarukit Tantipisit, Apichat Kaewdech, Jeanne Shen, Valérie Paradis, Stefano Caruso, Jakob Nikolas Kather
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma
In Nature Communications, volume 14, 2023. Nature Research. 10.1038/s41467-023-43749-3
Intelligent Medical Devices Journal Publication
Balder ten Cate, Maurice Funk, Jean Christoph Jung, Carsten Lutz
SAT-Based PAC Learning of Description Logic Concepts
In Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, 3347-3355, 2023. International Joint Conferences on Artificial Intelligence.
Composite AI Conference Publication
Jan Clusmann, Fiona R. Kolbinger, Hannah S. Muti, Zunamys I. Carrero, Jan-Niklas Eckardt, Narmin Ghaffari Laleh, Chiara Maria Lavinia Löffler, Sophie-Caroline Schwarzkopf, Michaela Unger, Gregory P. Veldhuizen, Sophia Janine Wagner, Jakob Nikolas Kather
The future landscape of large language models in medicine
In Communications Medicine, volume 3, 2023. Springer Nature. 10.1038/s43856-023-00370-1
Intelligent Medical Devices Journal Publication
Edgar M.G. Dorausch, Daniel Swist, Moritz Herzog, Christoph Statz, Julian Kober, Cornelius Kühnöl, Tönnis Trittler, Nora Martens, Franz Brinkmann, Jochen Hampe, Gerhard Fettweis
Adoption and evaluation of a multistatic Fourier-based synthetic aperture radar method for ultrasound imaging
In Proceedings of the Medical Imaging 2023: Ultrasonic Imaging and Tomography, 2023. SPIE. 10.1117/12.2653898
Intelligent Medical Devices Conference Publication
Stefan Ellmauthaler, Lukas Gerlach
ADF-BDD.DEV: Insights to undecided Statements in Abstract Dialectical Frameworks
In Proceedings of the 7th Workshop on Advances in Argumentation in Artificial Intelligence, AI^3 2023, 2023. CEUR-WS.
Composite AI Conference Publication
Maurice Funk, Simon Hosemann, Jean Christoph Jung, Carsten Lutz
Towards Ontology Construction with Language Models
In Proceedings of the 1st Workshop on Knowledge Base Construction from Pre-Trained Language Models and the 2nd Challenge on Language Models for Knowledge Base Construction, KBC-LM + LM-KBC 2023, 2023. CEUR-WS.
Composite AI Conference Publication
Lukas Gerlach, David Carral
Do Repeat Yourself: Understanding Sufficient Conditions for Restricted Chase Non-Termination
In Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, 301-310, 2023. AAAI. 10.24963/kr.2023/30
Composite AI Conference Publication
Lukas Gerlach, David Carral
General Acyclicity and Cyclicity Notions for the Disjunctive Skolem Chase
In Proceedings of the 36th International Workshop on Description Logics, DL 2023, 2023. CEUR-WS.
Composite AI Conference Publication
Lukas Gerlach, David Carral
General Acyclicity and Cyclicity Notions for the Disjunctive Skolem Chase
In Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, 6372-6379, 2023. AAAI Press. 10.1609/aaai.v37i5.25784
Composite AI Conference Publication
Larry González, Alex Ivliev, Markus Krötzsch, Stephan Mennicke
Efficient Dependency Analysis for Existential Rules
In Proceedings of the 15th Alberto Mendelzon International Workshop on Foundations of Data Management, AMW 2023, 2023. CEUR-WS.
Composite AI Conference Publication
Katherine J. Hewitt, Chiara Maria Lavinia Löffler, Hannah S. Muti, Anna Sophie Berghoff, Christian Eisenlöffel, Marko van Treeck, Zunamys I. Carrero, Omar S. M. El Nahhas, Gregory P. Veldhuizen, Sophie Weil, Oliver Lester Saldanha, Laura Bejan, Thomas O. Millner, Sebastian Brandner, Sascha Brückmann, Jakob Nikolas Kather
Direct image to subtype prediction for brain tumors using deep learning
In Neuro-Oncology Advances, volume 5, 2023. Oxford University Press. 10.1093/noajnl/vdad139
Intelligent Medical Devices Journal Publication
Alex Ivliev, Stefan Ellmauthaler, Lukas Gerlach, Maximilian Marx, Matthias Meißner, Simon Meusel, Markus Krötzsch
Nemo: First Glimpse of a New Rule Engine
In Proceedings of the 39th International Conference on Logic Programming, ICLP 2023, 333-335, 2023. Open Publishing Association. 10.4204/EPTCS.385.35
Composite AI Conference Publication
Xiaofeng Jiang, Hengyu Zhao, Oliver Lester Saldanha, Sven Nebelung, Christiane Kuhl, Iakovos Amygdalos, Sven Arke Lang, Xiaojian Wu, Xiaochun Meng, Daniel Truhn, Jakob Nikolas Kather, Jia Ke
An MRI Deep Learning Model Predicts Outcome in Rectal Cancer
In Radiology, volume 307, 2023. Radiological Society of North America Inc.. 10.1148/radiol.222223
Intelligent Medical Devices Journal Publication
Firas Khader, Gustav Müller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baeßler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
Denoising diffusion probabilistic models for 3D medical image generation
In Scientific Reports, volume 13, 2023. Nature Research. 10.1038/s41598-023-34341-2
Intelligent Medical Devices Journal Publication
Konstantin Klemm, Anita Mehta, Peter F Stadler
Optimisation via encodings: a renormalisation group perspective
In Journal of Physics A: Mathematical and Theoretical, volume 56, 2023. Institute of Physics. 10.1088/1751-8121/ad07c9
AI Methods for Health Journal Publication
Jens Lehmann, Preetam Gattogi, Dhananjay Bhandiwad, Sébastien Ferré, Sahar Vahdati
Language Models as Controlled Natural Language Semantic Parsers for Knowledge Graph Question Answering
In Proceedings of the 26th European Conference on Artificial Intelligence, ECAI 2023, 1348-1356, 2023. IOS Press BV. 10.3233/FAIA230411
Composite AI Conference Publication
Fabian Liessmann, Georg Künze, Jens Meiler
Improving the Modeling of Extracellular Ligand Binding Pockets in RosettaGPCR for Conformational Selection
In International Journal of Molecular Sciences, volume 24, 2023. Multidisciplinary Digital Publishing Institute (MDPI). 10.3390/ijms24097788
AI Methods for Health Journal Publication
Carsten Lutz, Quentin Manière, Robin Nolte
Querying Circumscribed Description Logic Knowledge Bases
In Proceedings of the 36th International Workshop on Description Logics, DL 2023, 2023. CEUR-WS.
Composite AI Conference Publication
Carsten Lutz, Quentin Manière, Robin Nolte
Querying Circumscribed Description Logic Knowledge Bases
In Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, 482-491, 2023. AAAI.
Composite AI Conference Publication
Carsten Lutz, Lukas Schulze
Description Logics with Abstraction and Refinement
In Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, 492-501, 2023. AAAI.
Composite AI Conference Publication
Kortney Melancon, Palina Pliushcheuskaya, Jens Meiler, Georg Künze
Targeting ion channels with ultra-large library screening for hit discovery
In Frontiers in Molecular Neuroscience, volume 16, 2023. Frontiers Media SA. 10.3389/fnmol.2023.1336004
AI Methods for Health Journal Publication
Johannes Müller, Guido Montúfar
Geometry and convergence of natural policy gradient methods
In Information Geometry, volume 7, 485-523, 2023. Springer. 10.1007/s41884-023-00106-z
Composite AI Journal Publication
Evelyn Muschter, Jonas Schulz, Máté Tömösközi, Leonie Herbst, Lena Küssel, Merve Sefunç, Stefan Holtzhausen, Stefanie Speidel, Frank H. P. Fitzek, Shu-Chen Li
Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
In Scientific Data, volume 10, 2023. Nature Research. 10.1038/s41597-023-02738-3
Intelligent Medical Devices Composite AI Journal Publication
Hannah S. Muti, Christoph Röcken, Hans-Michael Behrens, Chiara Maria Lavinia Löffler, Nic G. Reitsam, Bianca Grosser, Bruno Märkl, Daniel E. Stange, Xiaofeng Jiang, Gregory P. Veldhuizen, Daniel Truhn, Matthias P. Ebert, Heike I. Grabsch, Jakob Nikolas Kather
Deep learning trained on lymph node status predicts outcome from gastric cancer histopathology: a retrospective multicentric study
In European Journal of Cancer, volume 194, 2023. Elsevier Ltd. 10.1016/j.ejca.2023.113335
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Jan M. Niehues, Philip Quirke, Nicholas P. West, Heike I. Grabsch, Marko van Treeck, Yoni Schirris, Gregory P. Veldhuizen, Gordon G.A. Hutchins, Susan D. Richman, Sebastian Foersch, Titus J. Brinker, Junya Fukuoka, Andrey Bychkov, Wataru Uegami, Daniel Truhn, Hermann Brenner, Alexander Brobeil, Michael Hoffmeister, Jakob Nikolas Kather
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study
In Cell Reports Medicine, volume 4, 2023. Cell Press. 10.1016/j.xcrm.2023.100980
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A framework for artificial intelligence in cancer research and precision oncology
In npj Precision Oncology, volume 7, 2023. Nature Research. 10.1038/s41698-023-00383-y
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Oliver Lester Saldanha, Hannah S. Muti, Heike I. Grabsch, Rupert Langer, Bastian Dislich, Meike Kohlruss, Gisela Keller, Marko van Treeck, Katherine J. Hewitt, Fiona R. Kolbinger, Gregory P. Veldhuizen, Peter Boor, Sebastian Foersch, Daniel Truhn, Jakob Nikolas Kather
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning
In Gastric Cancer, volume 26, 264-274, 2023. Springer. 10.1007/s10120-022-01347-0
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In General Data Protection Regulation, 2023. Spiecker gen. Döhmann/Papakonstantinou/Hornung/de Hert (eds.).
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In Datenschutzdurchführungsgesetz Sachsen, 2023. Schiedermair (Hrsg.).
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Zwischen Effizienz und Kontrollverlust: Der Einsatz von Künstlicher Intelligenz durch die Verwaltung im Spiegel des Rechts
In Quo Vadis Künstliche Intelligenz in der nuklearen Entsorgung?, 18-22, 2023. Bundesamt für die Sicherheit der nuklearen Entsorgung (Hrsg.).
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Il diritto all’oblio tra Lussemburgo, Strasburgo, Karlsruhe e il mondo intero
In Rivista di studia documentazione sull´integrazione europea 2/2023, numero speciale, 2023.
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El derecho al olvido en Luxemburgo, Estrasburgo, Karlsruhe y el mundo
In Derechos Fundmamentales y Democracia en el Constitucionalismo Digital, 587-607, 2023. Francisco Balaguer Callejon/Ingo Wolfgang Sarlet/Carlos Luiz Strapazzon/Ilton Robl Filho/Augusto Aguilar Calahorro/Antonio Pérez Miras (ed.).
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In Datenschutzdurchführungsgesetz Sachsen, 2023. Schiedermair (Hrsg.).
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Carolin Schimmelpfennig, Michael Rade, Susanne Füssel, Dennis Löffler, Conny Blumert, Catharina Bertram, Angelika Borkowetz, Dominik J. Otto, Sven-Holger Puppel, Pia Hönscheid, Ulrich Sommer, Gustavo B. Baretton, Ulrike Köhl, Manfred Wirth, Christian Thomas, Friedemann Horn, Markus Kreuz, Kristin Reiche
Characterization and evaluation of gene fusions as a measure of genetic instability and disease prognosis in prostate cancer
In BMC Cancer, volume 23, 2023. BioMed Central Ltd. 10.1186/s12885-023-11019-6
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Abstract Domains for Database Manipulating Processes
In Proceedings of the 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023, 222-237, 2023. Springer. 10.1007/978-3-031-45072-3_16
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Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman D. Buelow, Peter Boor, Sven H. Loosen, Zdenek Provaznik, Daniel Mendelsohn, Filip Berisha, Christina Magnussen, Dirk Westermann, Tom Luedde, Christoph Brochhausen, Samuel Sossalla, Jakob Nikolas Kather
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning
In European Heart Journal - Digital Health, volume 4, 265-274, 2023. Oxford University Press. 10.1093/ehjdh/ztad016
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Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, Christiane Kuhl, Sven Nebelung, Daniel Truhn
Collaborative training of medical artificial intelligence models with non-uniform labels
In Scientific Reports, volume 13, 2023. Nature Research. 10.1038/s41598-023-33303-y
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A pilot study on the efficacy of GPT-4 in providing orthopedic treatment recommendations from MRI reports
In Scientific Reports, volume 13, 2023. Nature Research. 10.1038/s41598-023-47500-2
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Gregory P. Veldhuizen, Christoph Röcken, Hans-Michael Behrens, Didem Cifci, Hannah S. Muti, Takaki Yoshikawa, Tomio Arai, Takashi Oshima, Patrick Tan, Matthias P. Ebert, Alexander T. Pearson, Julien Calderaro, Heike I. Grabsch, Jakob Nikolas Kather
Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study
In Gastric Cancer, volume 26, 708-720, 2023. Springer. 10.1007/s10120-023-01398-x
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Wikidata: The Making Of
In Proceedings of the 2023 World Wide Web Conference, WWW 2023, 615-624, 2023. ACM. 10.1145/3543873.3585579
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Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study
In Cancer Cell, volume 41, 1650-1661.e4, 2023. Cell Press. 10.1016/j.ccell.2023.08.002
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Learning algorithms for spiking neural networks: should one use learning algorithms from ANN/DL or neurological plausible learning? - A thought-provoking impulse
In XLIII Jornadas de Automática: libro de actas, 201-207, 2022. Universidade da Coruña. Servizo de Publicacións. 10.17979/spudc.9788497498418.0201
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An Existential Rule Framework for Computing Why-Provenance On-Demand for Datalog
In Proceedings of the 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, 146-163, 2022. Springer. 10.1007/978-3-031-21541-4_10
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Efficient Dependency Analysis for Rule-Based Ontologies
In Proceedings of the 21st International Semantic Web Conference, ISWC 2022, 267-283, 2022. Springer. 10.1007/978-3-031-19433-7_16
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Efficient eigenvalue counts for tree-like networks
In Journal of Complex Networks, volume 10, 2022. Oxford University Press. 10.1093/comnet/cnac040
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Tuple-Generating Dependencies Capture Complex Values
In Proceedings of the 4th International Workshop on the Resurgence of Datalog in Academia and Industry, Datalog-2.0 2022, 97-103, 2022. CEUR-WS.
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Das Phänomen der fake news im Spiegel der Judikatur des EGMR
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