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

Fast facts

• Internal authorship

  • Henning Schäfer, M.Sc.
  • Prof. Dr.-Ing. Christoph M. Friedrich

• Further publishers

  Kamyar Arzideh, Héctor Allende-Cid, Giulia Baldini, Thomas Hilser, Master of Science Ahmad Idrissi-Yaghir, Katharina Laue, Nilesh Chakraborty, Niclas Doll, Dario Antweiler, Katrin Klug, Niklas Beck, Sven Giesselbach, Felix Nensa, Martin Schuler, René Hosch

• Publishment

  • Elsevier (Amsterdam) 2025

• Purpose of publication

  Research

• Organizational unit

  Computer science

• Subjects

  • General medicine
  • Applied computer science

• Research structures

  • Medical Informatics (MI)

• Research fields

  • Information systems
  • Artificial intelligence and big data
  • Life and well-being - General