Publications

  • Comparing generative and extractive approaches to information extraction from abstracts describing randomized clinical trials (2024)

    Authors: Christian Witte, David M. Schmidt, Philipp Cimiano

    Published at: Journal of Biomedical Semantics (Volume: 15)
    DOI: 10.1186/s13326-024-00305-2

  • Lactation support in neonatal intensive care units in Germany from the mothers’ perspective – a mixed-method study of the current status and needs (2024)

    Authors: Isabella Schwab, Ricarda Wullenkord, Friederike Eyssel, Till Dresbach, Nadine Scholten

    Published at: BMC Pregnancy and Childbirth (Volume: 24)
    DOI: 10.1186/s12884-024-06339-9

  • Integrating federated learning for improved counterfactual explanations in clinical decision support systems for sepsis therapy (2024)

    Authors: Christoph Düsing, Philipp Cimiano, Sebastian Rehberg, Christiane Scherer, Olaf Kaup, Christiane Köster, Stefan Hellmich, Daniel Herrmann, Kirsten Laura Meier, Simon Claßen, Rainer Borgstedt

    Published at: Artificial Intelligence in Medicine (Volume: 157)
    DOI: 10.1016/j.artmed.2024.102982

  • Enhancing anatomy learning through collaborative VR? An advanced investigation (2024)

    Authors: Haya Almaree, Roland Fischer, René Weller, Verena Uslar, Dirk Weyhe, Gabriel Zachmann

    Published at: Computers and Graphics (Pergamon) (Volume: 123)
    DOI: 10.1016/j.cag.2024.104019

  • Feature-based analyses of concept drift (2024)

    Authors: Fabian Hinder, Valerie Vaquet, Barbara Hammer

    Published at: Neurocomputing (Volume: 600)
    DOI: 10.1016/j.neucom.2024.127968

  • Energy expenditure prediction in preschool children: a machine learning approach using accelerometry and external validation (2024)

    Authors: Hannah J. Coyle-Asbil, Lukas Burk, Mirko Brandes, Berit Brandes, Christoph Buck, Marvin N. Wright, Lori Ann Vallis

    Published at: Physiological measurement (Volume: 45)
    DOI: 10.1088/1361-6579/ad7ad2

  • ReSG: A Data Structure for Verification of Majority-based In-memory Computing on ReRAM Crossbars (2024)

    Authors: Kousik Bhunia, Arighna Deb, Kamalika Datta, Muhammad Hassan, Saeideh Shirinzadeh, Rolf Drechsler

    Published at: ACM Transactions on Embedded Computing Systems (Volume: 23)
    DOI: 10.1145/3615358

  • AutoBench: Automatic Testbench Generation and Evaluation Using LLMs for HDL Design (2024)

    Authors: Ruidi Qiu, Grace Li Zhang, Rolf Drechsler, Ulf Schlichtmann, Bing Li

    Published at: MLCAD 2024 - Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD
    DOI: 10.1145/3670474.3685956

  • Random Survival Forests With Competing Events: A Subdistribution-Based Imputation Approach (2024)

    Authors: Charlotte Behning, Alexander Bigerl, Marvin N. Wright, Peggy Sekula, Moritz Berger, Matthias Schmid

    Published at: Biometrical Journal (Volume: 66)
    DOI: 10.1002/bimj.202400014

  • LabLinking: theory, framework, and solutions of connecting laboratories for distributed human experiments (2024)

    Authors: Tanja Schultz, Felix Putze, Rafael Reisenhofer, Thorsten Fehr, Moritz Meier, Celeste Mason, Florian Ahrens

    Published at: Discover Applied Sciences (Volume: 6)
    DOI: 10.1007/s42452-024-06122-7