Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network. - Hans Moen; Kai Hakala; Laura-Maria Peltonen; Henry Suhonen; Petri Loukasmäki; Tapio Salakoski; Filip Ginter; Sanna Salanterä (Louhi@EMNLP, 2018)

Improving Layman Readability of Clinical Narratives with Unsupervised Synonym Replacement. - Hans Moen; Laura-Maria Peltonen; Mikko Koivumäki; Henry Suhonen; Tapio Salakoski; Filip Ginter; Sanna Salanterä (MIE, 2018)

Unsupervised Phrase-Level Query Rewriting for Assisting Search in Clinical Free Text. - Hans Moen; Laura-Maria Peltonen; Henry Suhonen; Mikko Koivumäki; Tapio Salakoski; Sanna Salanterä (MedInfo, 2019)

An Unsupervised Query Rewriting Approach Using N-gram Co-occurrence Statistics to Find Similar Phrases in Large Text Corpora. - Hans Moen; Laura-Maria Peltonen; Henry Suhonen; Hanna-Maria Matinolli; Riitta Mieronkoski; Kirsi Telen; Kirsi Terho; Tapio Salakoski; Sanna Salanterä (NODALIDA, 2019)

Assisting nurses in care documentation: from automated sentence classification to coherent document structures with subject headings. - Hans Moen; Kai Hakala; Laura-Maria Peltonen; Hanna-Maria Matinolli; Henry Suhonen; Kirsi Terho; Riitta Danielsson-Ojala; Maija Valta; Filip Ginter; Tapio Salakoski; Sanna Salanterä (J. Biomed. Semant., 2020)

Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods. - Hans Moen; Kai Hakala; Laura-Maria Peltonen; Henry Suhonen; Filip Ginter; Tapio Salakoski; Sanna Salanterä (J. Am. Medical Informatics Assoc., 2020)

Clustering Nursing Sentences - Comparing Three Sentence Embedding Methods. - Hans Moen; Henry Suhonen; Sanna Salanterä; Tapio Salakoski; Laura-Maria Peltonen (MIE, 2022)