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ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms Open access
Philipp Kohl, Nils Freyer, Yoka Krämer, Henri Werth, Steffen Wolf, Bodo Kraft, +2 more
1citations -
Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Multimodal Machine Learning Applications
Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Anton Müller‐Franzes, Carolina Ramirez, Madeline Hess, +3 more
0citations -
AB1114 HANDWORK VS MACHINE; A COMPARISON OF RHEUMATOID ARTHRITIS PATIENT POPULATIONS AS IDENTIFIED BY MACHINE-LEARNING AND CRITERIA-BASED CHART REVIEW.2020 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access
Tjardo Daniël Maarseveen, Marc P. Maurits, Ellis Niemantsverdriet, Tom W. J. Huizinga, A. Van der Helm – van Mil, Rachel Knevel
0citations -
Improving Text Readability to Support Student Comprehension and Learning: An LLM-Powered Approach2025 Lecture notes in computer science conference-paper Computer Science Text Readability and Simplification Open access
G. Indiveri A.M. Pascoal, Marlinde van den Bosch, Olga Viberg, Jacqueline Wong, Carrie Demmans Epp
1citations -
Annotator-Centric Active Learning for Subjective NLP Tasks2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Machine Learning and Algorithms Open access
Michiel van der Meer, Neele Falk, Pradeep Kumar Murukannaiah, Enrico Liscio
5citations -
Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review2025 Natural Language Processing Journal review Computer Science Machine Learning in Healthcare Open access
Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak
16citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
0citations