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
An Unsupervised Query Rewriting Approach Using N-gram Co-occurrence Statistics to Find Similar Phrases in Large Text Corpora (2019)
Nordic Conference on Computational Linguistics, Linköping Electronic Conference Proceedings
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Improving layman readability of clinical narratives with unsupervised synonym replacement (2018)
Conference on Medical Informatics Europe, Medical informatics Europe
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network (2018)
International Workshop on Health Text Mining and Information Analysis
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Detecting mentions of pain and acute confusion in Finnish clinical text (2017)
Workshop on Biomedical Natural Language Processing
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter (2017)
Social Media Mining for Health Research and Applications, CEUR Workshop Proceedings
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Factors Affecting the Availability of Electronic Patient Records for Secondary Purposes – A Case Study (2016)
International Conference on Well-Being in the Information Society
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Comparison of automatic summarisation methods for clinical free text notes (2016)
Artificial Intelligence in Medicine
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Care episode retrieval: distributional semantic models for information retrieval in the clinical domain (2015)
BMC Medical Informatics and Decision Making
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Care Episode Retrieval – Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis (Louhi) (2014)
Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis (Louhi)
International Workshop on Health Text Mining and Information Analysis (Louhi)
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
On evaluation of automatically generated clinical discharge summaries (2014)
Practical Aspects of Health Informatics, CEUR Workshop Proceedings
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))