Klemens Budde

18 papers A 1B 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Temporal Fusion Nexus: A task-agnostic multi-modal embedding model for clinical narratives and irregular time series in post-kidney transplant care.
CoRR
Aditya Kumar, Simon Rauch, Mario A. Cypko, Marcel Ganesh Naik, Matthieu-P. Schapranow, Aadil Rashid, Fabian Halleck, Bilgin Osmanodja, Roland Roller, Lars Pape, Klemens Budde, Mario Schiffer, Oliver Amft
2025 J jnl
Human-centered AI in healthcare: empowering patients and support persons in clinical decision-making.
BMC Medical Informatics Decis. Mak.
Zeineb Sassi, Sascha Eickmann, Roland Roller, Bilgin Osmanodja, Aljoscha Burchardt, Max Tretter, David Samhammer, Peter Dabrock, Sebastian Möller, Klemens Budde, Anne Herrmann
2025 J jnl
One Size Fits None: Rethinking Fairness in Medical AI.
CoRR
Roland Roller, Michael Hahn, Ajay Madhavan Ravichandran, Bilgin Osmanodja, Florian Oetke, Zeineb Sassi, Aljoscha Burchardt, Klaus Netter, Klemens Budde, Anne Herrmann, Tobias Strapatsas, Peter Dabrock, Sebastian Möller
2022 J jnl
A Medical Information Extraction Workbench to Process German Clinical Text.
CoRR
Roland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Ganesh Naik, Wiebke Duettmann, Klemens Budde
2022 B conf
An Annotated Corpus of Textual Explanations for Clinical Decision Support.
LREC
Roland Roller, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke, Bilgin Osmanodja
2022 J jnl
When Performance is not Enough - A Multidisciplinary View on Clinical Decision Support.
CoRR
Roland Roller, Klemens Budde, Aljoscha Burchardt, Peter Dabrock, Sebastian Möller, Bilgin Osmanodja, Simon Ronicke, David Samhammer, Sven Schmeier
2021 — conf
Aspect-Based Passage Retrieval with Contextualized Discourse Vectors.
ECIR (2)
Jens-Michalis Papaioannou, Manuel Mayrdorfer, Sebastian Arnold, Felix A. Gers, Klemens Budde, Alexander Löser
2021 A conf
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
EACL
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2021 J jnl
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
CoRR
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2020 — conf
Information Extraction Models for German Clinical Text.
ICHI
Roland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Ganesh Naik, Wiebke Duettmann, Klemens Budde
2018 — conf
A Domain-adapted Dependency Parser for German Clinical Text.
KONVENS
Elif Kara, Tatjana Zeen, Aleksandra Gabryszak, Klemens Budde, Danilo Schmidt, Roland Roller
2017 J jnl
A novel tool for the identification of correlations in medical data by faceted search.
Comput. Biol. Medicine
Danilo Schmidt, Klemens Budde, Daniel Sonntag, Hans-Jürgen Profitlich, Matthias Ihle, Oliver Staeck
2017 — conf
Detecting Named Entities and Relations in German Clinical Reports.
GSCL
Roland Roller, Nils Rethmeier, Philippe Thomas, Marc Hübner, Hans Uszkoreit, Oliver Staeck, Klemens Budde, Fabian Halleck, Danilo Schmidt
2016 — conf
A fine-grained corpus annotation schema of German nephrology records.
ClinicalNLP@COLING 2016
Roland Roller, Hans Uszkoreit, Feiyu Xu, Laura Seiffe, Michael Mikhailov, Oliver Staeck, Klemens Budde, Fabian Halleck, Danilo Schmidt
2016 — conf
Negation Detection in Clinical Reports Written in German.
BioTxtM@COLING 2016
Viviana Cotik, Roland Roller, Feiyu Xu, Hans Uszkoreit, Klemens Budde, Danilo Schmidt
2016 J jnl
The Clinical Data Intelligence Project - A smart data initiative.
Inform. Spektrum
Daniel Sonntag, Volker Tresp, Sonja Zillner, Alexander Cavallaro, Matthias Hammon, André Reis, Peter A. Fasching, Martin Sedlmayr, Thomas Ganslandt, Hans-Ulrich Prokosch, Klemens Budde, Danilo Schmidt, Carl Hinrichs, Thomas Wittenberg, Philipp Daumke, Patricia G. Oppelt
2002 J jnl
Research Paper: Recognition of Critical Situations from Time Series of Laboratory Results by Case-Based Reasoning.
J. Am. Medical Informatics Assoc.
Lutz Fritsche, Alexander Schlaefer, Klemens Budde, Kay Schröter, Hans-H. Neumayer
2000 — conf
A Web-Based Electronic Patient Record System as a Means for Collection of Clinical Data.
ISMDA
Lutz Fritsche, Kay Schröter, Gabriela Lindemann, Regina Kunz, Klemens Budde, Hans-H. Neumayer