Hans Moen
PhD

Postdoctoral Researcher, Language and Speech Technology (Department of Future Technologies)

hans.moen@utu.fi




Areas of expertise
Natural Language Processing; Text Mining; Health Informatics; Machine Learning

Publications

Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network (2018) Proceedings of the 9th International Workshop on Health Text Mining and Information Analysis (LOUHI 2018) Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Petri Loukasmäki, Tapio Salakoski, Filip Ginter, Sanna Salanterä
(
A4 Article in conference proceedings)

Improving layman readability of clinical narratives with unsupervised synonym replacement (2018) Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth Moen H., Peltonen L., Koivumäki M., Suhonen H., Salakoski T., Ginter F., Salanterä S.
(
A3 Book chapter)

Secondary use of electronic health records: Availability aspects in two Nordic countries (2018)
Health Information Management Journal
Vikström A., Moen H., Moosavi SR, Salakoski T., Salanterä S.
(
A1 Journal article – refereed)

Detecting mentions of pain and acute confusion in Finnish clinical text (2017) SIGBioMed Workshop on Biomedical Natural Language: Proceedings of the 16th BioNLP Workshop Hans Moen, Kai Hakala, Farrokh Mehryary, Laura-Maria Peltonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
(
A4 Article in conference proceedings)

Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter (2017)
CEUR Workshop Proceedings
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop (SMM4H 2017) Kai Hakala, Farrokh Mehryary, Hans Moen, Suwisa Kaewphan, Tapio Salakoski, Filip Ginter
(
A4 Article in conference proceedings)

Comparison of automatic summarisation methods for clinical free text notes (2016)
Artificial Intelligence in Medicine
Hans Moen, Laura-Maria Peltonen, Juho Heimonen, Antti Airola, Tapio Pahikkala, Tapio Salakoski, Sanna Salanterä
(
A1 Journal article – refereed)

Factors Affecting the Availability of Electronic Patient Records for Secondary Purposes – A Case Study (2016) Building Sustainable Health Ecosystems: 6th International Conference on Well-Being in the Information Society, WIS 2016, Tampere, Finland, September 16-18, 2016, Proceedings Antti Vikström, Sanaz Rahimi Moosavi, Hans Moen, Tapio Salakoski, Sanna Salanterä
(
A4 Article in conference proceedings)

Care episode retrieval: distributional semantic models for information retrieval in the clinical domain (2015)
BMC Medical Informatics and Decision Making
Hans Moen, Filip Ginter, Erwin Marsi, Laura-Maria Peltonen, Tapio Salakoski, Sanna Salanterä
(
A1 Journal article – refereed)

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) Moen H, Marsi E, Ginter F, Murtola L-M, Salakoski T, Salanterä S
(
A4 Article in conference proceedings)

On evaluation of automatically generated clinical discharge summaries (2014)
CEUR Workshop Proceedings
Proceedings of the 2nd European Workshop on Practical Aspects of Health Informatics Moen H., Heimonen J., Murtola L., Airola A., Pahikkala T., Terävä V., Danielsson-Ojala R., Salakoski T., Salanterä S.
(
A4 Article in conference proceedings)


Last updated on 2019-16-07 at 02:22