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Upsala Journal of Medical Sciences|July 23, 2020
Natural language processing and machine learning to enable automatic extraction and classification of patients' smoking status from electronic medical recordsAndrea Caccamisi, Leif Jørgensen, Hercules Dalianis, et al.Studies in Health Technology and Informatics|August 8, 2013
Using text prediction for facilitating input and improving readability of clinical textMagnus Ahltorp, Maria Skeppstedt, Hercules Dalianis, et al.International Journal of Medical Informatics|June 2, 2009
Developing a standard for de-identifying electronic patient records written in Swedish: precision, recall and F-measure in a manual and computerized annotation trialSumithra Velupillai, Hercules Dalianis, Martin Hassel, et al.Journal of Biomedical Informatics|February 11, 2014
Automatic recognition of disorders, findings, pharmaceuticals and body structures from clinical text: an annotation and machine learning studyMaria Skeppstedt, Maria Kvist, Gunnar H Nilsson, et al.Journal of Biomedical Informatics|March 29, 2022
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and SwedishAlberto Blanco, Sonja Remmer, Alicia Pérez, et al.Health Informatics Journal|August 7, 2016
Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boostingClaudia Ehrentraut, Markus Ekholm, Hideyuki Tanushi, et al.Journal of Biomedical Semantics|April 1, 2018
Clinical Natural Language Processing in languages other than English: opportunities and challengesAurélie Névéol, Hercules Dalianis, Sumithra Velupillai, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|March 10, 2016
Finding Cervical Cancer Symptoms in Swedish Clinical Text using a Machine Learning Approach and NegExRebecka Weegar, Maria Kvist, Karin Sundström, et al.JMIR Formative Research|September 11, 2025
Identifying Adverse Drug Events in Clinical Text Using Fine-Tuned Clinical Language Models: Machine Learning StudyElizaveta Kopacheva, Aron Henriksson, Hercules Dalianis, et al.Journal of Biomedical Informatics|May 21, 2017
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corporaAlicia Pérez, Rebecka Weegar, Arantza Casillas, et al.Pageof 7