Hans Moen - RankMe

41 papers A 1B 1Journal 16Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare Domain. CoRR Hung Nguyen, Hans Moen, Pekka Marttinen
2026	J	`jnl`	Scoping review on the economic aspects of machine learning applications in healthcare. Int. J. Medical Informatics Hanna von Gerich, Mikael Helenius, Iiris Hörhammer, Hans Moen, Laura-Maria Peltonen
2025	J	`jnl`	Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing. J. Am. Medical Informatics Assoc. Jihye Kim Scroggins, Ismael I Hulchafo, Sarah Harkins, Danielle Scharp, Hans Moen, Anahita Davoudi, Kenrick Cato, Michele Tadiello, Maxim Topaz, Veronica Barcelona
2025	J	`jnl`	Pretraining Finnish ModernBERTs. CoRR Akseli Reunamo, Laura-Maria Peltonen, Hans Moen, Sampo Pyysalo
2025	J	`jnl`	Supervised machine learning applied in nursing notes for identifying the need of childhood cancer patients for psychosocial support. Frontiers Digit. Health Akseli Reunamo, Hans Moen, Sanna Salanterä, Päivi M. Lähteenmäki
2024	—	`conf`	Query-Guided Self-Supervised Summarization of Nursing Notes. ML4H@NeurIPS Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka Marttinen
2024	J	`jnl`	Query-Guided Self-Supervised Summarization of Nursing Notes. CoRR Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka Marttinen
2024	J	`jnl`	Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model. CoRR Hans Moen, Vishnu Raj, Andrius Vabalas, Markus Perola, Samuel Kaski, Andrea Ganna, Pekka Marttinen
2024	A	`conf`	VMS: Interactive Visualization to Support the Sensemaking and Selection of Predictive Models. IUI Chen He, Vishnu Raj, Hans Moen, Tommi Gröhn, Chen Wang, Laura-Maria Peltonen, Saila Koivusalo, Pekka Marttinen, Giulio Jacucci
2023	J	`jnl`	A risk identification model for detection of patients at risk of antidepressant discontinuation. Frontiers Artif. Intell. 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
2023	—	`conf`	Electronic Health Records as Information Source in Assessment of the Effectiveness of Delivered Care - A Pilot Study. MIE Hanna von Gerich, Hans Moen, Laura-Maria Peltonen
2023	—	`conf`	Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition. ECML/PKDD (6) Wei Sun, Shaoxiong Ji, Tuulia Denti, Hans Moen, Oleg Kerro, Antti Rannikko, Pekka Marttinen, Miika Koskinen
2022	—	`conf`	Clustering Nursing Sentences - Comparing Three Sentence Embedding Methods. MIE Hans Moen, Henry Suhonen, Sanna Salanterä, Tapio Salakoski, Laura-Maria Peltonen
2022	J	`jnl`	Combining supervised and unsupervised named entity recognition to detect psychosocial risk factors in occupational health checks. Int. J. Medical Informatics Leena Uronen, Sanna Salanterä, Kai Hakala, Jaakko Hartiala, Hans Moen
2022	J	`jnl`	Neural Network and Random Forest Models in Protein Function Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. Kai Hakala, Suwisa Kaewphan, Jari Björne, Farrokh Mehryary, Hans Moen, Martti Tolvanen, Tapio Salakoski, Filip Ginter
2022	J	`jnl`	Using machine learning to predict subsequent events after EMS non-conveyance decisions. BMC Medical Informatics Decis. Mak. Jani Paulin, Akseli Reunamo, Jouni Kurola, Hans Moen, Sanna Salanterä, Heikki Riihimäki, Tero Vesanen, Mari Koivisto, Timo Iirola
2021	—	`conf`	Text Classification Model Explainability for Keyword Extraction - Towards Keyword-Based Summarization of Nursing Care Episodes. MedInfo Akseli Reunamo, Laura-Maria Peltonen, Reetta Mustonen, Minttu Saari, Tapio Salakoski, Sanna Salanterä, Hans Moen
2021	—	`conf`	Towards Automated Screening of Literature on Artificial Intelligence in Nursing. MedInfo 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
2020	J	`jnl`	Assisting nurses in care documentation: from automated sentence classification to coherent document structures with subject headings. J. Biomed. Semant. 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
2020	B	`conf`	Entity-Pair Embeddings for Improving Relation Extraction in the Biomedical Domain. ESANN Farrokh Mehryary, Hans Moen, Tapio Salakoski, Filip Ginter
2020	—	`conf`	Semantic Clustering to Augment Qualitative Content Analysis in Exploring Reasons for Emergency Department Transfer Delays. EFMI-STC Laura-Maria Peltonen, Sanna Salanterä, Hans Moen
2020	J	`jnl`	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. Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Filip Ginter, Tapio Salakoski, Sanna Salanterä
2019	—	`conf`	An Unsupervised Query Rewriting Approach Using N-gram Co-occurrence Statistics to Find Similar Phrases in Large Text Corpora. NODALIDA Hans Moen, Laura-Maria Peltonen, Henry Suhonen, Hanna-Maria Matinolli, Riitta Mieronkoski, Kirsi Telen, Kirsi Terho, Tapio Salakoski, Sanna Salanterä
2019	—	`conf`	Unsupervised Phrase-Level Query Rewriting for Assisting Search in Clinical Free Text. MedInfo Hans Moen, Laura-Maria Peltonen, Henry Suhonen, Mikko Koivumäki, Tapio Salakoski, Sanna Salanterä
2018	—	`conf`	Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network. Louhi@EMNLP Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Petri Loukasmäki, Tapio Salakoski, Filip Ginter, Sanna Salanterä
2018	—	`conf`	Improving Layman Readability of Clinical Narratives with Unsupervised Synonym Replacement. MIE Hans Moen, Laura-Maria Peltonen, Mikko Koivumäki, Henry Suhonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
2017	—	`conf`	Detecting mentions of pain and acute confusion in Finnish clinical text. BioNLP Hans Moen, Kai Hakala, Farrokh Mehryary, Laura-Maria Peltonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
2017	—	`conf`	Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter. SMM4H@AMIA Kai Hakala, Farrokh Mehryary, Hans Moen, Suwisa Kaewphan, Tapio Salakoski, Filip Ginter
2016	J	`jnl`	Comparison of automatic summarisation methods for clinical free text notes. Artif. Intell. Medicine Hans Moen, Laura-Maria Peltonen, Juho Heimonen, Antti Airola, Tapio Pahikkala, Tapio Salakoski, Sanna Salanterä
2016	—	`—`	Distributional Semantic Models for Clinical Text Applied to Health Record Summarization. Hans Moen
2016	—	`conf`	Factors Affecting the Availability of Electronic Patient Records for Secondary Purposes - A Case Study. WIS Antti Vikström, Sanaz Rahimi Moosavi, Hans Moen, Tapio Salakoski, Sanna Salanterä
2015	J	`jnl`	Care episode retrieval: distributional semantic models for information retrieval in the clinical domain. BMC Medical Informatics Decis. Mak. Hans Moen, Filip Ginter, Erwin Marsi, Laura-Maria Peltonen, Tapio Salakoski, Sanna Salanterä
2014	—	`conf`	Care Episode Retrieval. Louhi@EACL Hans Moen, Erwin Marsi, Filip Ginter, Laura-Maria Murtola, Tapio Salakoski, Sanna Salanterä
2014	—	`conf`	On Evaluation of Automatically Generated Clinical Discharge Summaries. PAHI Hans Moen, Juho Heimonen, Laura-Maria Murtola, Antti Airola, Tapio Pahikkala, Virpi Terävä, Riitta Danielsson-Ojala, Tapio Salakoski, Sanna Salanterä
2014	J	`jnl`	Synonym extraction and abbreviation expansion with ensembles of semantic spaces. J. Biomed. Semant. Aron Henriksson, Hans Moen, Maria Skeppstedt, Vidas Daudaravicius, Martin Duneld
2013	—	`conf`	Cross-Lingual Random Indexing for Information Retrieval. SLSP Hans Moen, Erwin Marsi
2013	—	`conf`	NTNU-CORE: Combining strong features for semantic similarity. *SEM@NAACL-HLT Erwin Marsi, Hans Moen, Lars Bungum, Gleb Sizov, Björn Gambäck, André Lynum
2013	—	`conf`	Towards Dynamic Word Sense Discrimination with Random Indexing. CVSM@ACL Hans Moen, Erwin Marsi, Björn Gambäck
2013	—	`conf`	Using Text Mining to Explore Factors Associated with Acute Confusion in Cardiac Patients Documentation. CLEF (Working Notes) Laura-Maria Murtola, Lotta Kauhanen, Hans Moen, Heljä Lundgrén-Laine, Tapio Salakoski, Sanna Salanterä
2012	—	`conf`	Towards Retrieving and Ranking Clinical Recommendations with Cross-Lingual Random Indexing. CLEF (Online Working Notes/Labs/Workshop) Hans Moen, Erwin Marsi
2010	—	`conf`	Distributed Representations to Detect Higher Order Term Correlations in Textual Content. RSCTC Pinar Öztürk, R. Rajendra Prasath, Hans Moen