Hans
Moen
Data analytics
PhD
IKITIK - Information and language technology for health information and communication (www.ikitik.fi)
Contact
Areas of expertise
Natural Language Processing
Clinical Natural Language Processing
Text Mining
Health Informatics
Machine Learning
Research
My research focus on developing innovative, intelligent, state-of-the-art clinical information and language technology solutions tailored for medical data. I have a special emphasis on the free-text narratives in electronic health records. A central focus of my research is in utilizing language technology to support health care workers in managing the textual data in electronic health records. The aim is to help health care workers to save time, effort and resources, as well as to improve care quality and safety.
Publications
Exploring the Documentation of Delirium in Patients After Cardiac Surgery: A Retrospective Patient Record Study (2024)
Computers, Informatics, Nursing
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Electronic Health Records as Information Source in Assessment of the Effectiveness of Delivered Care - A Pilot Study (2023)
Medical Informatics Europe, Studies in Health Technology and Informatics
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Using machine learning to predict subsequent events after EMS non-conveyance decisions (2022)
BMC Medical Informatics and Decision Making
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks (2022)
International Journal of Medical Informatics
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Towards Automated Screening of Literature on Artificial Intelligence in Nursing (2022)
World congress on medical and health informatics, World congress on medical and health informatics
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Text Classification Model Explainability for Keyword Extraction - Towards Keyword-Based Summarization of Nursing Care Episodes (2022)
World Congress on Medical and Health Informatics, Studies in Health Technology and Informatics
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
How to Improve Information Technology to Support Healthcare to Address the COVID-19 Pandemic: an International Survey with Health Informatics Experts (2021)
IMIA Yearbook of Medical Informatics
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
How GPs can Recognize Persistent Frequent Attenders at Finnish Primary Health Care Using Electronic Patient Records (2021)
Journal of Primary Care and Community Health
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Artificial Intelligence-based technologies in nursing: A scoping literature review of the evidence (2021)
International Journal of Nursing Studies
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))
Towards automated detection of psychosocial risk factors with text mining (2020)
Occupational Medicine
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))