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Publikationer

Mining Electronic Health Records: Turning Unstructured Text into Research Data Using Natural Language Processing – Ph.d. afhandling af Martin Sundahl Laursen

Unlocking the Potential of Electronic Health Records With Danish Clinical Language Models for Text Mining – Ph.d.afhandling af Jannik Skyttegaard Pedersen

Doctors identify hemorrhage better during chart review when assisted by artificial intelligence. Martin S. Laursen , Jannik S. Pedersen, Rasmus S. Hansen, Thiusius R. Savarimuthu and Pernille J. Vinholt. Clinical Applied Informatics (accepted)

Automatic Annotation of Training Data for Deep Learning Based De-identification of Narrative Clinical Text. Martin S. Laursen , Jannik S. Pedersen, Pernille J. Vinholt and Thiusius Rajeeth Savarimuthu. WNLPe-Health 2022

Danish Clinical Named Entity Recognition and Relation Extraction. Martin S. Laursen, Jannik S. Pedersen, Rasmus S H.ansen, Thiusius R. Savarimuthu, Pernille J. Vinholt. Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), 2023.

MeDa-BERT: A medical Danish pretrained transformer model. Jannik S. Pedersen, Martin S. Laursen, Pernille J. Vinholt, Thiusius R. Savarimuthu. Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), 2023.

Investigating anatomical bias in clinical machine learning algorithms. Jannik S. Pedersen, Martin S. Laursen, Pernille J. Vinholt, Anne Alnor, Thiusius R. Savarimuthu. Findings of the Association for Computational Linguistics: EACL 2023, 1368-1380.

Benchmark for Evaluation of Danish Clinical Word Embeddings. Martin S Laursen, Jannik S. Pedersen, Pernille J. Vinholt, Rasmus S. Hansen, Thiusius R. Savarimuthu. Northern European Journal of Language Technology 2023/3/1.

Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records. Jannik S. Pedersen, Martin S. Laursen, Cristina S. Ruiz, Thiusius R. Savarimuthu, Rasmus S. Hansen, Pernille J. Vinholt. IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022.

Factors Facilitating the Acceptance of Diagnostic Robots in Healthcare: A Survey. Martin S. Laursen, Jannik S. Pedersen, Søren A. Just, Thiusius R. Savarimuthu, Brian Blomholt, Jakob KH Andersen, and Pernille J. Vinholt. In 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), pp. 442-448. IEEE, 2022.

Deep learning detects and visualizes bleeding events in electronic health records. Jannik S. Pedersen, Martin S. Laursen, Thiusius R. Savarimuthu, Rasmus S. Hansen, Anne Alnor, Bjerre KV, Kjær IM, Gils C, Thorsen AF, Andersen ES, Nielsen CB, Andersen LC, Just SA, Vinholt PJ. Res Pract Thromb Haemost. 2021 May 5;5(4):e12505. doi: 10.1002/rth2.12505.