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Autonomous medical evaluation for guideline adherence of large language models2024 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 1 patent
Dennis Fast, Lisa C. Adams, Felix Busch, Conor Fallon, Marc Huppertz, Robert Malte Siepmann, +6 more
38citations -
Enhancing Precision in Detecting Severe Immune-Related Adverse Events: Comparative Analysis of Large Language Models and International Classification of Disease Codes in Patient Records2024 Journal of Clinical Oncology article Computer Science Machine Learning in Healthcare Open access
Virginia H. Sun, Julius Cornelis Heemelaar, Ibrahim Hadžić, Vineet K. Raghu, Chia‐Yun Wu, Leyre Zubiri, +24 more
35citations -
Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline2026 Diagnostic and Interventional Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
İsmail Meşe, Tugba Akinci D’Antonoli, Christian Blüthgen, Keno K. Bressem, Renato Cuocolo, Akshay Sanjay Chaudhari, +50 more
17citations -
CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies2025 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
5citations -
Refining NLP Semantic Matches Through Dialogue with Large Language Models2025 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Computer Science Topic Modeling Open access
Sebastian Heppner, Torben Miny, Tobias Kleinert, Ayan Zholdybayev, Marko Ristin, Hans Wernher van de Venn
3citations -
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies2025 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
0citations -
Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis2024 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
0citations -
The future landscape of large language models in medicine2023 Communications Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 1 patent
Jan Clusmann, Fiona R. Kolbinger, Hannah Sophie Muti, Zunamys Itzell Carrero, Jan‐Niklas Eckardt, Narmin Ghaffari Laleh, +6 more
1,062citations -
Current applications and challenges in large language models for patient care: a systematic review2025 Communications Medicine review Medicine Artificial Intelligence in Healthcare and Education Open access
Felix Busch, Lena Hoffmann, Christopher Rueger, Elon H. C. van Dijk, Rawen Kader, Esteban Ortiz‐Prado, +8 more
356citations -
Large language models for structured reporting in radiology: past, present, and future2024 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Felix Busch, Lena Hoffmann, Daniel Pinto dos Santos, Marcus R. Makowski, Luca Saba, Philipp Prucker, +7 more
129citations -
Analyzing patient experiences using natural language processing: development and validation of the artificial intelligence patient reported experience measure (AI-PREM)2022 BMC Medical Informatics and Decision Making article Health Professions Patient Satisfaction in Healthcare Open access
Marieke Meija van Buchem, Olaf M. Neve, Ilse M.J. Kant, Ewout Willem Steyerberg, Hileen Boosman, Erik Frans Hensen
51citations -
Evaluating large language models on business process modeling: framework, benchmark, and self-improvement analysis2025 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
36citations -
Identifying signs and symptoms of AL amyloidosis in electronic health records using natural language processing, diagnosis codes, and manually abstracted registry data2023 American Journal of Hematology article Biochemistry, Genetics and Molecular Biology Amyloidosis: Diagnosis, Treatment, Outcomes Open access
Eli Silvert, Laura Hester, Eshwan Ramudu, Colin Pawlowski, Britte Kranenburg, Francis K. Buadi, +7 more
5citations