This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (3164) Natural Language Processing (897) Machine Learning (2038) Artificial Intelligence (2070) Ontologies, Classifications, and Coding (319) Clinical Information and Decision Making (1879)

Published on in Vol 7 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/39077, first published .
German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation

German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation

German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation

Authors of this article:

Johann Frei1 Author Orcid Image ;   Frank Kramer1 Author Orcid Image
Article Authors Cited by (13) Tweetations (3) Metrics

Journals

  1. Feng J, Zhang R, Chen D, Shi L. A Visualization Method of Knowledge Graphs for the Computation and Comprehension of Ultrasound Reports. Biomimetics 2023;8(8):560 View
  2. Ahmed A, Huang D, Arafat S, Hameed I. Enriching Urdu NER with BERT Embedding, Data Augmentation, and Hybrid Encoder-CNN Architecture. ACM Transactions on Asian and Low-Resource Language Information Processing 2024;23(4):1 View
  3. Cho H, Jun T, Kim Y, Kang H, Ahn I, Gwon H, Kim Y, Seo H, Choi H, Kim M, Han J, Kee G, Park S, Ko S. Task-Specific Transformer-Based Language Models in Health Care: A Scoping Review (Preprint). JMIR Medical Informatics 2023 View
  4. Mah P. Unbiased Text Categorization in IoT-based Digital Content Using a Word-to-Graph Model. Procedia Computer Science 2024;251:31 View
  5. Kassab K, Teslya N, Vozhik E. Automated Dataset-Creation and Evaluation Pipeline for NER in Russian Literary Heritage. Applied Sciences 2025;15(4):2072 View
  6. Hahn U. Clinical document corpora—real ones, translated and synthetic substitutes, and assorted domain proxies: a survey of diversity in corpus design, with focus on German text data. JAMIA Open 2025;8(3) View
  7. Botero-Aguirre J, García-Rivera M. Natural Language Processing for Enhanced Clinical Decision Support in Allergy Verification for Medication Prescriptions. Mayo Clinic Proceedings: Digital Health 2025;3(3):100244 View
  8. Shin E. Co‐Coding Classroom Dialogue: A Single Researcher Case Study of ChatGPT‐Assisted Analysis in Science Education. Journal of Computer Assisted Learning 2025;41(4) View
  9. Golec J, Hachaj T. Ten Natural Language Processing Tasks with Generative Artificial Intelligence. Applied Sciences 2025;15(16):9057 View
  10. Secco C, Nazemi K. A modular visual analytics dashboard for patient health data. Information Visualization 2025 View

Books/Policy Documents

  1. Chiara M, Zucco C. Encyclopedia of Bioinformatics and Computational Biology. View
  2. Martinis M, Chiara Z. Encyclopedia of Bioinformatics and Computational Biology. View

Conference Proceedings

  1. Jin S, Zhang X, Li X, Cheng M, Cui X, Liu J. 2023 IEEE 6th Eurasian Conference on Educational Innovation (ECEI). Development and Application of Teaching Model for Medical Humanities Education using Artificial Intelligence and Digital Humans Technologies View