2025
Early clinical implementation and evaluation of an NLP-based AI system for thrombophilia assessment using electronic health records
Alnor AB, Adelhelm JBH, Pedersen LE, Faurø KK, Laursen MS, Lynggaard RB, Vinholt PJ
International Journal of Medical Informatics, 2025: 106135
Natural language processing for identifying major bleeding risk in hospitalised medical patients
Alnor AB, Lynggaard RB, Laursen MS, Vinholt PJ
Computers in Biology and Medicine, 2025
Dora explores Clinically Relevant Information in EHRs using NER
Laursen M, Pedersen LE, Adelhelm JBH, Lynggaard RB, Vinholt PJ
Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pp. 258–270
Doctors identify hemorrhage better during chart review when assisted by artificial intelligence
Laursen MS, Pedersen JS, Hansen RS, Savarimuthu TR, Vinholt PJ
Clinical Applied Informatics (accepted)
2024
Identification of hematuria with a natural language processing model and validation of hematuria diagnosis codes
Hansen RS, Lynggaard RB, Laursen MS, Lykke FM, Vinholt PJ
Thrombosis Research, 2024; 244:109182
Validity of Major Osteoporotic Fracture Diagnoses in the Danish National Patient Registry
Clausen A, Möller S, Skjødt MK, Lynggaard RB, Vinholt PJ, Lindberg-Larsen M, Søndergaard J, Abrahamsen B, Rubin KH
Clinical Epidemiology, 2024; 16:257–266
Cumulative rib fracture risk after stereotactic body radiotherapy in patients with localized non-small cell lung cancer
Bentsen KK, Brink C, Nielsen TB, Lynggaard RB, Vinholt PJ, Schytte T, Hansen O, Jeppesen SS
Radiotherapy and Oncology, 2024; 17:110481
Validation of Anorexia Nervosa and Bulimia Nervosa Diagnosis Coding in Danish Hospitals Assisted by a Natural Language Processing model
Egedal JM, Støving RK, Lynggaard RB, Laursen MS, Vinholt PJ, Hansen RS
Journal of Psychiatric Research, 2024
2023
Danish Clinical Named Entity Recognition and Relation Extraction
Laursen MS, Pedersen JS, Hansen RS, Savarimuthu TR, Vinholt PJ
Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), 2023
Investigating anatomical bias in clinical machine learning algorithms
Pedersen JS, Laursen MS, Vinholt PJ, Alnor A, Savarimuthu TR
Findings of the Association for Computational Linguistics: EACL 2023, 1368–1380
Benchmark for Evaluation of Danish Clinical Word Embeddings
Laursen MS, Pedersen JS, Vinholt PJ, Hansen RS, Savarimuthu TR
Northern European Journal of Language Technology, 2023/3/1
2022
Automatic Annotation of Training Data for Deep Learning Based De-identification of Narrative Clinical Text
Laursen MS, Pedersen JS, Vinholt PJ, Savarimuthu TR
WNLPe-Health 2022
Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records
Pedersen JS, Laursen MS, Ruiz CS, Savarimuthu TR, Hansen RS, Vinholt PJ
IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Deep learning detects and visualizes bleeding events in electronic health records
Pedersen JS, Laursen MS, Savarimuthu TR, Hansen RS, Alnor A, Bjerre KV, Kjær IM, Gils C, Thorsen AF, Andersen ES, Nielsen CB, Andersen LC, Just SA, Vinholt PJ
Research and Practice in Thrombosis and Haemostasis, 2021; 5(4):e12505