Fraunhofer Institute for Intelligent Analysis and Information Systems
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
An integrative review on the acceptance of artificial intelligence among healthcare professionals in hospitals
Sophie Isabelle Lambert, Murielle Madi, Saša Sopka et al.
2023 · 340 Zit.
Transformer-based structuring of free-text radiology report databases
Sebastian Nowak, David Biesner, Yannik C. Layer et al.
2023 · 18 Zit.
Integrating large language models in care, research, and education in multiple sclerosis management
Hernán Inojosa, Isabel Voigt, Judith Wenk et al.
2024 · 17 Zit.
Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans
Sergio Genovesi, Julia Maria Mönig, Anna Schmitz et al.
2023 · 14 Zit.
Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers
Sebastian Nowak, Helen Schneider, Yannik C. Layer et al.
2023 · 14 Zit.
The why and how of trustworthy AI
Anna Schmitz, Maram Akila, Dirk Hecker et al.
2022 · 13 Zit.
From admission to discharge: a systematic review of clinical natural language processing along the patient journey
Katrin Klug, Katharina Beckh, Dario Antweiler et al.
2024 · 12 Zit.
Guideline for Trustworthy Artificial Intelligence -- AI Assessment Catalog
Maximilian Poretschkin, Anna Schmitz, Maram Akila et al.
2023 · 9 Zit.
From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports
Kamyar Arzideh, Henning Schäfer, Héctor Allende‐Cid et al.
2025 · 8 Zit.
A global scale comparison of risk aggregation in AI assessment frameworks
Anna Schmitz, Michael Möck, Rebekka Görge et al.
2024 · 7 Zit.
A new generation of patient-reported outcome measures with large language models
Jan Henrik Terheyden, Maren Pielka, Tobias Schneider et al.
2025 · 6 Zit.
AITA: AI trustworthiness assessment
Bertrand Braunschweig, Stefan Buijsman, Faïcel Chamroukhi et al.
2024 · 5 Zit.
Big Data in Gesundheitswesen und Medizin
Stefan Rüping, Jil Sander
2018 · 5 Zit.
Einsatz von KI-basierten Anwendungen durch Krankenhauspersonal: Aufgabenprofile und Qualifizierungsbedarfe
Dario Antweiler, Daniela Albiez, Dominik Bures et al.
2023 · 5 Zit.
Trust at every step: Embedding trust quality gates into the visual data exploration loop for machine learning-based clinical decision support systems
Dario Antweiler, Georg Fuchs
2025 · 4 Zit.