Sanna Salanterä

75 papers B 2C 2Misc 1Journal 25Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A roadmap for federated learning projects using health data to guide sustainable artificial intelligence development in the European Union. Int. J. Medical Informatics Janne Kommusaar, Silja Elunurm, Taridzo Chomutare, Mari Kangasniemi, Sanna Salanterä, Laura-Maria Peltonen
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	J	`jnl`	A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring. IEEE Access Sofía Guridi, Henry Mauranen, Emmi Pouta, Guna Semjonova, Desale Tewelde Kahsay, Clayton Frederick Souza Leite, Riitta Rosio, Laura-Maria Peltonen, Miretta Tommila, Sanna Salanterä, Yu Xiao
2024	J	`jnl`	Personalized and adaptive neural networks for pain detection from multi-modal physiological features. Expert Syst. Appl. Mingzhe Jiang, Riitta Rosio, Sanna Salanterä, Amir M. Rahmani, Pasi Liljeberg, Daniel Santos da Silva, Victor Hugo C. de Albuquerque, Wanqing Wu
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	C	`conf`	No Longer Without a Reward: Do Digital Rewards Crowd Out Intrinsic Motivation of Young Children? ICIS Joanna Graichen, Carlo Stingl, Sebastian A. Günther, Thorsten Staake, Anni Pakarinen, Riitta Rosio, Sanna Salanterä
2022	—	`conf`	Personal Pain Sensitivity Prediction from Ultra-short-term Resting Heart Rate Variability. EMBC Mingzhe Jiang, Wanqing Wu, Yuning Wang, Amir M. Rahmani, Sanna Salanterä, Pasi Liljeberg
2022	J	`jnl`	Pilot Study and Gamification Analysis of a Theory-based Exergame. Int. J. Serious Games Kaile Kubota, Elina Säteri, Tapani N. Joelsson, Tuomas Mäkilä, Sanna Salanterä, Anni Pakarinen
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
2020	—	`conf`	A Digital Service Logistics Information System for Emergency Department Care Coordination - Professionals' Experiences. MIE Laura-Maria Peltonen, Armi Kuloheimo, Kristiina Junttila, Sanna Salanterä
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	—	`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`	Skin Conductance Response to Gradual-Increasing Experimental Pain. EMBC Elise Syrjälä, Mingzhe Jiang, Tapio Pahikkala, Sanna Salanterä, Pasi Liljeberg
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	J	`jnl`	Feasibility of mobile health game "Fume" in supporting tobacco-related health literacy among early adolescents: A three-armed cluster randomized design. Int. J. Medical Informatics Heidi Parisod, Anni Pakarinen, Anna Axelin, Eliisa Löyttyniemi, Jouni Smed, Sanna Salanterä
2018	—	`conf`	Front-Line Physicians' Satisfaction with Information Systems in Hospitals. MIE Laura-Maria Peltonen, Kristiina Junttila, 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
2018	—	`conf`	Nursing Leaders' Satisfaction with Information Systems in the Day-to-Day Operations Management in Hospital Units. Nursing Informatics Laura-Maria Peltonen, Kristiina Junttila, Sanna Salanterä
2017	J	`jnl`	A Proxy-Based Solution for Asynchronous Telemedical Systems. Int. J. E Health Medical Commun. Sampsa Rauti, Janne Lahtiranta, Heidi Parisod, Sami Hyrynsalmi, Sanna Salanterä, Minna Elisabeth Aromaa, Jouni Smed, Ville Leppänen
2017	—	`conf`	Acceptability of and demand for a tobacco-related health game application in early adolescents with different gender, age and gaming habits. GamiFIN Heidi Parisod, Anni Pakarinen, Anna Axelin, Eliisa Löyttyniemi, Jouni Smed, 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`	Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies. MedInfo Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen
2017	—	`conf`	Ultra-short-term analysis of heart rate variability for real-time acute pain monitoring with wearable electronics. BIBM Mingzhe Jiang, Riitta Mieronkoski, Amir M. Rahmani, Nora Hagelberg, Sanna Salanterä, Pasi Liljeberg
2017	—	`conf`	Usability of a gamified application to promote family wellbeing in child health clinics. GamiFIN Anni Pakarinen, Heidi Parisod, Iiro Linden, Minna Elisabeth Aromaa, Jouni Smed, Ville Leppänen, Sanna Salanterä
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	—	`conf`	Decision-Making to Support Smooth Daily Unit Operation in Perioperative Settings. Nursing Informatics Eriikka Siirala, Laura-Maria Peltonen, Heljä Lundgrén-Laine, Sanna Salanterä, Kristiina Junttila
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
2016	—	`conf`	Information Management in the Daily Care Coordination in the Intensive Care Unit. WIS Laura-Maria Peltonen, Heljä Lundgrén-Laine, Sanna Salanterä
2016	B	`conf`	IoT-based remote facial expression monitoring system with sEMG signal. SAS Mingzhe Jiang, Tuan Nguyen Gia, Arman Anzanpour, Amir-Mohammad Rahmani, Tomi Westerlund, Sanna Salanterä, Pasi Liljeberg, Hannu Tenhunen
2016	J	`jnl`	Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. J. Biomed. Semant. Danielle L. Mowery, Brett R. South, Lee M. Christensen, Jianwei Leng, Laura-Maria Peltonen, Sanna Salanterä, Hanna Suominen, David Martínez, Sumithra Velupillai, Noémie Elhadad, Guergana Savova, Sameer Pradhan, Wendy W. Chapman
2016	J	`jnl`	Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies. CoRR Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen
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
2015	—	`ch.`	Smart Dosing: A mobile application for tracking the medication tray-filling and dispensation processes in hospital wards. Recent Advances in Ambient Assisted Living N. A. Khan, Natalia Díaz Rodríguez, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Joachim Majors, Sebu Björklund, Kimmo Rautanen, Tapio Salakoski, Ilona Tuominen, Ivan Porres, Johan Lilius
2014	—	`conf`	A Proxy-Based Security Solution for Web-Based Online eHealth Services. WIS Sampsa Rauti, Heidi Parisod, Minna Elisabeth Aromaa, Sanna Salanterä, Sami Hyrynsalmi, Janne Lahtiranta, Jouni Smed, Ville Leppänen
2014	C	`conf`	Can IT health-care applications improve the medication tray-filling process at hospital wards? An exploratory study using eye-tracking and stress response. Healthcom Natalia Díaz Rodríguez, Johan Lilius, Sebu Björklund, Joachim Majors, Kimmo Rautanen, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Tapio Salakoski, Ilona Tuominen
2014	—	`conf`	Care Episode Retrieval. Louhi@EACL Hans Moen, Erwin Marsi, Filip Ginter, Laura-Maria Murtola, Tapio Salakoski, Sanna Salanterä
2014	—	`conf`	Documentation of the Clinical Phase of the Cardiac Rehabilitation Process in a Finnish University Hospital District. WIS Lotta Kauhanen, Laura-Maria Murtola, Juho Heimonen, Tuija Leskinen, Kari Kalliokoski, Elina Raivo, Tapio Salakoski, Sanna Salanterä
2014	J	`jnl`	Enterprise Resource Planning Systems in Healthcare: A Qualitative Review. Int. J. Inf. Syst. Serv. Sect. Elina Kontio, Heljä Lundgrén-Laine, Juha Kontio, Heikki Korvenranta, Sanna Salanterä
2014	—	`conf`	Information Management Efforts in Improving Patient Safety in Critical Care - A Review of the Literature. WIS Laura-Maria Murtola, Heljä Lundgrén-Laine, 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`	Predicting patient acuity from electronic patient records. J. Biomed. Informatics Elina Kontio, Antti Airola, Tapio Pahikkala, Heljä Lundgrén-Laine, Kristiina Junttila, Heikki Korvenranta, Tapio Salakoski, Sanna Salanterä
2014	J	`jnl`	Statistical parsing of varieties of clinical Finnish. Artif. Intell. Medicine Veronika Laippala, Timo Viljanen, Antti Airola, Jenna Kanerva, Sanna Salanterä, Tapio Salakoski, Filip Ginter
2013	Misc	`conf`	Creating a Reference Standard of Acronym and Abbreviation Annotations for the ShARe/CLEF eHealth Challenge 2013. AMIA Danielle L. Mowery, Brett R. South, Jianwei Leng, Laura-Maria Murtola, Riitta Danielsson-Ojala, Sanna Salanterä, Wendy W. Chapman
2013	J	`jnl`	Information systems in hospitals: a review article from a nursing management perspective. Int. J. Netw. Virtual Organisations Laura-Maria Murtola, Heljä Lundgrén-Laine, Sanna Salanterä
2013	B	`conf`	Mobile dictation for healthcare professionals. MUM Tuuli Keskinen, Aleksi Melto, Jaakko Hakulinen, Markku Turunen, Santeri Saarinen, Tamás Pallos, Pekka Kallioniemi, Riitta Danielsson-Ojala, Sanna Salanterä
2013	J	`jnl`	National survey focusing on the crucial information needs of intensive care charge nurses and intensivists: same goal, different demands. BMC Medical Informatics Decis. Mak. Heljä Lundgrén-Laine, Elina Kontio, Tommi Kauko, Heikki Korvenranta, Jari Forsström, Sanna Salanterä
2013	—	`conf`	Overview of the ShARe/CLEF eHealth Evaluation Lab 2013. CLEF Hanna Suominen, Sanna Salanterä, Sumithra Velupillai, Wendy Webber Chapman, Guergana K. Savova, Noemie Elhadad, Sameer Pradhan, Brett R. South, Danielle L. Mowery, Gareth J. F. Jones, Johannes Leveling, Liadh Kelly, Lorraine Goeuriot, David Martínez, Guido Zuccon
2013	—	`conf`	ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports. CLEF (Working Notes) Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Johannes Leveling, Allan Hanbury, Henning Müller, Sanna Salanterä, Hanna Suominen, Guido Zuccon
2013	—	`conf`	Task 2: ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (Working Notes) Danielle L. Mowery, Brett R. South, Lee M. Christensen, Laura-Maria Murtola, Sanna Salanterä, Hanna Suominen, David Martínez, Noémie Elhadad, Sameer Pradhan, Guergana K. Savova, Wendy W. Chapman
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
2013	J	`jnl`	Using cluster analysis to identify weak signals of lethal trends in aviation and healthcare documentation. Int. J. Netw. Virtual Organisations Olli Sjöblom, Laura-Maria Murtola, Juho Heimonen, Lotta Kauhanen, Veronika Laippala, Heljä Lundgrén-Laine, Tapio Salakoski, Sanna Salanterä
2012	—	`conf`	An Ontology to Improve Accessibility and Quality of Patient Instructions. CLEF (Online Working Notes/Labs/Workshop) Juho Heimonen, Tapio Salakoski, Sanna Salanterä
2012	—	`conf`	Avoiding Hazards - What Can Health Care Learn from Aviation? WIS Olli Sjöblom, Juho Heimonen, Lotta Kauhanen, Veronika Laippala, Heljä Lundgrén-Laine, Laura-Maria Murtola, Tapio Salakoski, Sanna Salanterä
2012	—	`conf`	Governance of Managerial Information Needed by Nurse Managers in Hospitals - A Literature Review. WIS Laura-Maria Murtola, Heljä Lundgrén-Laine, Sanna Salanterä
2012	—	`conf`	Knowledge-Based Management in Perioperative Nursing - Employing Think Aloud Method to Reveal Nurse Managers' Information Needs. Nursing Informatics Eriikka Siirala, Heljä Lundgrén-Laine, Sanna Salanterä, Kristiina Junttila
2012	—	`conf`	Nursing Documentation of Acute Wounds in ICU. Nursing Informatics Riitta Danielsson-Ojala, Heljä Lundgrén-Laine, Sanna Salanterä
2012	—	`conf`	Panel Presentation: Towards Systematic Evaluation of Methods, Applications, and Resources for eHealth Document Analysis. CLEF (Online Working Notes/Labs/Workshop) Gareth J. F. Jones, Jussi Karlgren, Karl Kreiner, Henning Müller, Sanna Salanterä
2012	—	`conf`	Vocabulary In Discharge Documents The Patient's Perspective. CLEF (Online Working Notes/Labs/Workshop) Veronika Laippala, Riitta Danielsson-Ojala, Heljä Lundgrén-Laine, Sanna Salanterä, Tapio Salakoski
2011	J	`jnl`	Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies. J. Biomed. Semant. Helen Allvin, Elin Carlsson, Hercules Dalianis, Riitta Danielsson-Ojala, Vidas Daudaravicius, Martin Hassel, Dimitrios Kokkinakis, Heljä Lundgrén-Laine, Gunnar H. Nilsson, Øystein Nytrø, Sanna Salanterä, Maria Skeppstedt, Hanna Suominen, Sumithra Velupillai
2010	—	`conf`	Ambulatory Orthopaedic Surgery Patients Knowledge with Internet-Based Education. MedInfo Katja Heikkinen, Sanna Salanterä, Helena Leino-Kilpi
2010	—	`conf`	Characteristics and Analysis of Finnish and Swedish Clinical Intensive Care Nursing Narratives. Louhi@NAACL-HLT Helen Allvin, Elin Carlsson, Hercules Dalianis, Riitta Danielsson-Ojala, Vidas Daudaravicius, Martin Hassel, Dimitrios Kokkinakis, Heljä Lundgrén-Laine, Gunnar H. Nilsson, Øystein Nytrø, Sanna Salanterä, Maria Skeppstedt, Hanna Suominen, Sumithra Velupillai
2009	—	`conf`	Evaluating Pain in Intensive Care. Nursing Informatics Hanna Suominen, Heljä Lundgrén-Laine, Sanna Salanterä, Tapio Salakoski
2009	—	`conf`	How do Patients Evaluate Their Education? - a Comparison of Two Education Methods. Nursing Informatics Katja Heikkinen, Sanna Salanterä, Helena Leino-Kilpi
2009	—	`conf`	Intensive Care Admission and Discharge - Critical Decision-Making Points. Nursing Informatics Heljä Lundgrén-Laine, Hanna Suominen, Elina Kontio, Sanna Salanterä
2009	—	`conf`	Key Elements of Successful Care Process of Patients with Heart Symptoms in an Emergency Care - Could an ERP System Help? Nursing Informatics Elina Kontio, Heikki Korvenranta, Heljä Lundgrén-Laine, Sanna Salanterä
2007	J	`jnl`	Applying language technology to nursing documents: Pros and cons with a focus on ethics. Int. J. Medical Informatics Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Tapio Salakoski, Sanna Salanterä
2007	J	`jnl`	Towards automated classification of intensive care nursing narratives. Int. J. Medical Informatics Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski
2006	—	`conf`	Relevance Ranking of Intensive Care Nursing Narratives. KES (1) Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski
2006	—	`conf`	Towards Automated Classification of Intensive Care Nursing Narratives. MIE Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski
2005	J	`jnl`	Developing terminology for documenting perioperative nursing interventions. Int. J. Medical Informatics Kristiina Junttila, Sanna Salanterä, Maija Hupli