Hans Moen

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 23

Top Venues

MedInfo

MIE

J. Biomed. Semant.

BMC Medical Informatics Decis. Mak.

Norwegian University of Science and Technology, Trondheim, Norway (PHD)

Education History

Norwegian University of Science and Technology, Trondheim, Norway

PHD

Publications

Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka Marttinen
Query-Guided Self-Supervised Summarization of Nursing Notes. CoRR (2024)
Chen He, Vishnu Raj, Hans Moen, Tommi Gröhn, Chen Wang, Laura-Maria Peltonen, Saila Koivusalo, Pekka Marttinen, Giulio Jacucci
VMS: Interactive Visualization to Support the Sensemaking and Selection of Predictive Models. IUI (2024)
Hanna von Gerich, Hans Moen, Laura-Maria Peltonen
Electronic Health Records as Information Source in Assessment of the Effectiveness of Delivered Care - A Pilot Study. MIE (2023)
Wei Sun, Shaoxiong Ji, Tuulia Denti, Hans Moen, Oleg Kerro, Antti Rannikko, Pekka Marttinen, Miika Koskinen
Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition. ECML/PKDD (6) (2023)
Ali Zolnour, Christina E. Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh, Masoud Khani, Doreen Foy, Maxim Topaz, Hadi Kharrazi, Kin Wah Fung, Paul A. Fontelo, Anahita Davoudi, Azade Tabaie, Scott A. Breitinger, Tyler S. Oesterle, Masoud Rouhizadeh, Zahra Zonnor, Hans Moen, Timothy B. Patrick, Maryam Zolnoori
A risk identification model for detection of patients at risk of antidepressant discontinuation. Frontiers Artif. Intell. 6 (2023)
Hans Moen, Henry Suhonen, Sanna Salanterä, Tapio Salakoski, Laura-Maria Peltonen
Clustering Nursing Sentences - Comparing Three Sentence Embedding Methods. MIE (2022)
Kai Hakala, Suwisa Kaewphan, Jari Björne, Farrokh Mehryary, Hans Moen, Martti Tolvanen, Tapio Salakoski, Filip Ginter
Neural Network and Random Forest Models in Protein Function Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Jani Paulin, Akseli Reunamo, Jouni Kurola, Hans Moen, Sanna Salanterä, Heikki Riihimäki, Tero Vesanen, Mari Koivisto, Timo Iirola
Using machine learning to predict subsequent events after EMS non-conveyance decisions. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Leena Uronen, Sanna Salanterä, Kai Hakala, Jaakko Hartiala, Hans Moen
Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks. Int. J. Medical Informatics 160 (2022)
Hans Moen, Dari AlHuwail, Jari Björne, Lori Block, Sven Celin, Eunjoo Jeon, Karl Kreiner, James Mitchell, Gabriela Ozegovic, Charlene Esteban Ronquillo, Lydia Sequeira, Jude L. Tayaben, Maxim Topaz, Sai Pavan Kumar Veeranki, Laura-Maria Peltonen
Towards Automated Screening of Literature on Artificial Intelligence in Nursing. MedInfo (2021)
Akseli Reunamo, Laura-Maria Peltonen, Reetta Mustonen, Minttu Saari, Tapio Salakoski, Sanna Salanterä, Hans Moen
Text Classification Model Explainability for Keyword Extraction - Towards Keyword-Based Summarization of Nursing Care Episodes. MedInfo (2021)
Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Filip Ginter, Tapio Salakoski, Sanna Salanterä
Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods. J. Am. Medical Informatics Assoc. 27 (1) (2020)
Laura-Maria Peltonen, Sanna Salanterä, Hans Moen
Semantic Clustering to Augment Qualitative Content Analysis in Exploring Reasons for Emergency Department Transfer Delays. EFMI-STC (2020)
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
Assisting nurses in care documentation: from automated sentence classification to coherent document structures with subject headings. J. Biomed. Semant. 11 (1) (2020)
Farrokh Mehryary, Hans Moen, Tapio Salakoski, Filip Ginter
Entity-Pair Embeddings for Improving Relation Extraction in the Biomedical Domain. ESANN (2020)
Hans Moen, Laura-Maria Peltonen, Henry Suhonen, Hanna-Maria Matinolli, Riitta Mieronkoski, Kirsi Telen, Kirsi Terho, Tapio Salakoski, Sanna Salanterä
An Unsupervised Query Rewriting Approach Using N-gram Co-occurrence Statistics to Find Similar Phrases in Large Text Corpora. NODALIDA (2019)
Hans Moen, Laura-Maria Peltonen, Henry Suhonen, Mikko Koivumäki, Tapio Salakoski, Sanna Salanterä
Unsupervised Phrase-Level Query Rewriting for Assisting Search in Clinical Free Text. MedInfo (2019)
Hans Moen, Laura-Maria Peltonen, Mikko Koivumäki, Henry Suhonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
Improving Layman Readability of Clinical Narratives with Unsupervised Synonym Replacement. MIE (2018)
Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Petri Loukasmäki, Tapio Salakoski, Filip Ginter, Sanna Salanterä
Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network. Louhi@EMNLP (2018)
Hans Moen, Kai Hakala, Farrokh Mehryary, Laura-Maria Peltonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
Detecting mentions of pain and acute confusion in Finnish clinical text. BioNLP (2017)
Kai Hakala, Farrokh Mehryary, Hans Moen, Suwisa Kaewphan, Tapio Salakoski, Filip Ginter
Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter. SMM4H@AMIA (2017)
Hans Moen, Laura-Maria Peltonen, Juho Heimonen, Antti Airola, Tapio Pahikkala, Tapio Salakoski, Sanna Salanterä
Comparison of automatic summarisation methods for clinical free text notes. Artif. Intell. Medicine 67 (2016)
Antti Vikström, Sanaz Rahimi Moosavi, Hans Moen, Tapio Salakoski, Sanna Salanterä
Factors Affecting the Availability of Electronic Patient Records for Secondary Purposes - A Case Study. WIS (2016)
Hans Moen, Filip Ginter, Erwin Marsi, Laura-Maria Peltonen, Tapio Salakoski, Sanna Salanterä
Care episode retrieval: distributional semantic models for information retrieval in the clinical domain. BMC Medical Informatics Decis. Mak. 15 (S-2) (2015)
Hans Moen, Juho Heimonen, Laura-Maria Murtola, Antti Airola, Tapio Pahikkala, Virpi Terävä, Riitta Danielsson-Ojala, Tapio Salakoski, Sanna Salanterä
On Evaluation of Automatically Generated Clinical Discharge Summaries. PAHI (2014)
Hans Moen, Erwin Marsi, Filip Ginter, Laura-Maria Murtola, Tapio Salakoski, Sanna Salanterä
Care Episode Retrieval. Louhi@EACL (2014)
Aron Henriksson, Hans Moen, Maria Skeppstedt, Vidas Daudaravicius, Martin Duneld
Synonym extraction and abbreviation expansion with ensembles of semantic spaces. J. Biomed. Semant. 5 (2014)
Laura-Maria Murtola, Lotta Kauhanen, Hans Moen, Heljä Lundgrén-Laine, Tapio Salakoski, Sanna Salanterä
Using Text Mining to Explore Factors Associated with Acute Confusion in Cardiac Patients Documentation. CLEF (Working Notes) (2013)
Hans Moen, Erwin Marsi, Björn Gambäck
Towards Dynamic Word Sense Discrimination with Random Indexing. CVSM@ACL (2013)
Erwin Marsi, Hans Moen, Lars Bungum, Gleb Sizov, Björn Gambäck, André Lynum
NTNU-CORE: Combining strong features for semantic similarity. *SEM@NAACL-HLT (2013)
Hans Moen, Erwin Marsi
Cross-Lingual Random Indexing for Information Retrieval. SLSP (2013)
Hans Moen, Erwin Marsi
Towards Retrieving and Ranking Clinical Recommendations with Cross-Lingual Random Indexing. CLEF (Online Working Notes/Labs/Workshop) (2012)
Pinar Öztürk, R. Rajendra Prasath, Hans Moen
Distributed Representations to Detect Higher Order Term Correlations in Textual Content. RSCTC (2010)

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Publication Activity (10 Years)

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Hans Moen