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2020 – today

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2024
[j22]
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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:
A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring. IEEE Access 12: 22331-22344 (2024)
[j21]
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Mingzhe Jiang, Riitta Rosio, Sanna Salanterä, Amir M. Rahmani, Pasi Liljeberg, Daniel Santos da Silva, Victor Hugo C. de Albuquerque, Wanqing Wu:
Personalized and adaptive neural networks for pain detection from multi-modal physiological features. Expert Syst. Appl. 235: 121082 (2024)
2022
[j20]
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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: 104695 (2022)
[j19]
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Kaile Kubota, Elina Säteri, Tapani N. Joelsson, Tuomas Mäkilä, Sanna Salanterä, Anni Pakarinen:
Pilot Study and Gamification Analysis of a Theory-based Exergame. Int. J. Serious Games 9(3): 63-79 (2022)
[j18]
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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): 166 (2022)
[c49]
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Mingzhe Jiang, Wanqing Wu, Yuning Wang, Amir M. Rahmani, Sanna Salanterä, Pasi Liljeberg:
Personal Pain Sensitivity Prediction from Ultra-short-term Resting Heart Rate Variability. EMBC 2022: 1137-1140
[c48]
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Joanna Graichen, Carlo Stingl, Sebastian A. Günther, Thorsten Staake, Anni Pakarinen, Riitta Rosio, Sanna Salanterä:
No Longer Without a Reward: Do Digital Rewards Crowd Out Intrinsic Motivation of Young Children? ICIS 2022
[c47]
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Hans Moen, Henry Suhonen, Sanna Salanterä, Tapio Salakoski, Laura-Maria Peltonen:
Clustering Nursing Sentences - Comparing Three Sentence Embedding Methods. MIE 2022: 854-858
2021
[c46]
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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: 632-636
2020
[j17]
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  - journals/biomedsem/MoenHPMSTDVGSS20
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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): 10 (2020)
[j16]
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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): 81-88 (2020)
[c45]
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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: 162-166
[c44]
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Laura-Maria Peltonen, Armi Kuloheimo, Kristiina Junttila, Sanna Salanterä:
A Digital Service Logistics Information System for Emergency Department Care Coordination - Professionals' Experiences. MIE 2020: 1177-1178

2010 – 2019

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2019
[c43]
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Elise Syrjälä, Mingzhe Jiang, Tapio Pahikkala, Sanna Salanterä, Pasi Liljeberg:
Skin Conductance Response to Gradual-Increasing Experimental Pain. EMBC 2019: 3482-3485
[c42]
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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: 1550-1551
[c41]
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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: 131-139
2018
[j15]
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Heidi Parisod, Anni Pakarinen, Anna Axelin, Eliisa Löyttyniemi, Jouni Smed, Sanna Salanterä:
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 113: 26-37 (2018)
[c40]
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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: 94-100
[c39]
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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: 725-729
[c38]
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Laura-Maria Peltonen, Kristiina Junttila, Sanna Salanterä:
Front-Line Physicians' Satisfaction with Information Systems in Hospitals. MIE 2018: 865-869
[c37]
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Laura-Maria Peltonen, Kristiina Junttila, Sanna Salanterä:
Nursing Leaders' Satisfaction with Information Systems in the Day-to-Day Operations Management in Hospital Units. Nursing Informatics 2018: 203-207
2017
[j14]
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Sampsa Rauti, Janne Lahtiranta, Heidi Parisod, Sami Hyrynsalmi, Sanna Salanterä, Minna Elisabeth Aromaa, Jouni Smed, Ville Leppänen:
A Proxy-Based Solution for Asynchronous Telemedical Systems. Int. J. E Health Medical Commun. 8(3): 70-83 (2017)
[c36]
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Mingzhe Jiang, Riitta Mieronkoski, Amir M. Rahmani, Nora Hagelberg, Sanna Salanterä, Pasi Liljeberg:
Ultra-short-term analysis of heart rate variability for real-time acute pain monitoring with wearable electronics. BIBM 2017: 1025-1032
[c35]
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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: 365-372
[c34]
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Heidi Parisod, Anni Pakarinen, Anna Axelin, Eliisa Löyttyniemi, Jouni Smed, Sanna Salanterä:
Acceptability of and demand for a tobacco-related health game application in early adolescents with different gender, age and gaming habits. GamiFIN 2017: 135-140
[c33]
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Anni Pakarinen, Heidi Parisod, Iiro Linden, Minna Elisabeth Aromaa, Jouni Smed, Ville Leppänen, Sanna Salanterä:
Usability of a gamified application to promote family wellbeing in child health clinics. GamiFIN 2017: 141-149
[c32]
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  - conf/medinfo/SuominenMOSSH17
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Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen:
Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies. MedInfo 2017: 1312
2016
[j13]
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  - journals/artmed/MoenPHAPSS16
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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: 25-37 (2016)
[j12]
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  - journals/biomedsem/MowerySCLPSSMVE16
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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:
Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. J. Biomed. Semant. 7: 43 (2016)
[c31]
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Eriikka Siirala, Laura-Maria Peltonen, Heljä Lundgrén-Laine, Sanna Salanterä, Kristiina Junttila:
Decision-Making to Support Smooth Daily Unit Operation in Perioperative Settings. Nursing Informatics 2016: 864-865
[c30]
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Mingzhe Jiang, Tuan Nguyen Gia, Arman Anzanpour, Amir-Mohammad Rahmani, Tomi Westerlund, Sanna Salanterä, Pasi Liljeberg, Hannu Tenhunen:
IoT-based remote facial expression monitoring system with sEMG signal. SAS 2016: 1-6
[c29]
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  - conf/wis2/VikstromMMSS16
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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: 47-56
[c28]
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Laura-Maria Peltonen, Heljä Lundgrén-Laine, Sanna Salanterä:
Information Management in the Daily Care Coordination in the Intensive Care Unit. WIS 2016: 238-252
[i1]
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Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen:
Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies. CoRR abs/1612.04902 (2016)
2015
[j11]
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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(S-2): S2 (2015)
[p1]
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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:
Smart Dosing: A mobile application for tracking the medication tray-filling and dispensation processes in hospital wards. Recent Advances in Ambient Assisted Living 2015: 134-144
2014
[j10]
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Veronika Laippala, Timo Viljanen, Antti Airola, Jenna Kanerva, Sanna Salanterä, Tapio Salakoski, Filip Ginter:
Statistical parsing of varieties of clinical Finnish. Artif. Intell. Medicine 61(3): 131-136 (2014)
[j9]
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Elina Kontio, Heljä Lundgrén-Laine, Juha Kontio, Heikki Korvenranta, Sanna Salanterä:
Enterprise Resource Planning Systems in Healthcare: A Qualitative Review. Int. J. Inf. Syst. Serv. Sect. 6(2): 36-50 (2014)
[j8]
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Elina Kontio, Antti Airola, Tapio Pahikkala, Heljä Lundgrén-Laine, Kristiina Junttila, Heikki Korvenranta, Tapio Salakoski, Sanna Salanterä:
Predicting patient acuity from electronic patient records. J. Biomed. Informatics 51: 35-40 (2014)
[c27]
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Hans Moen, Erwin Marsi, Filip Ginter, Laura-Maria Murtola, Tapio Salakoski, Sanna Salanterä:
Care Episode Retrieval. Louhi@EACL 2014: 116-124
[c26]
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Natalia Díaz Rodríguez, Johan Lilius, Sebu Björklund, Joachim Majors, Kimmo Rautanen, Riitta Danielsson-Ojala, Hanna Pirinen, Lotta Kauhanen, Sanna Salanterä, Tapio Salakoski, Ilona Tuominen:
Can IT health-care applications improve the medication tray-filling process at hospital wards? An exploratory study using eye-tracking and stress response. Healthcom 2014: 423-428
[c25]
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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: 101-114
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Lotta Kauhanen, Laura-Maria Murtola, Juho Heimonen, Tuija Leskinen, Kari Kalliokoski, Elina Raivo, Tapio Salakoski, Sanna Salanterä:
Documentation of the Clinical Phase of the Cardiac Rehabilitation Process in a Finnish University Hospital District. WIS 2014: 57-67
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Laura-Maria Murtola, Heljä Lundgrén-Laine, Sanna Salanterä:
Information Management Efforts in Improving Patient Safety in Critical Care - A Review of the Literature. WIS 2014: 131-143
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Sampsa Rauti, Heidi Parisod, Minna Elisabeth Aromaa, Sanna Salanterä, Sami Hyrynsalmi, Janne Lahtiranta, Jouni Smed, Ville Leppänen:
A Proxy-Based Security Solution for Web-Based Online eHealth Services. WIS 2014: 168-176
2013
[j7]
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Olli Sjöblom, Laura-Maria Murtola, Juho Heimonen, Lotta Kauhanen, Veronika Laippala, Heljä Lundgrén-Laine, Tapio Salakoski, Sanna Salanterä:
Using cluster analysis to identify weak signals of lethal trends in aviation and healthcare documentation. Int. J. Netw. Virtual Organisations 13(1): 66-80 (2013)
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Laura-Maria Murtola, Heljä Lundgrén-Laine, Sanna Salanterä:
Information systems in hospitals: a review article from a nursing management perspective. Int. J. Netw. Virtual Organisations 13(1): 81-100 (2013)
[j5]
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Heljä Lundgrén-Laine, Elina Kontio, Tommi Kauko, Heikki Korvenranta, Jari Forsström, Sanna Salanterä:
National survey focusing on the crucial information needs of intensive care charge nurses and intensivists: same goal, different demands. BMC Medical Informatics Decis. Mak. 13: 15 (2013)
[c21]
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Danielle L. Mowery, Brett R. South, Jianwei Leng, Laura-Maria Murtola, Riitta Danielsson-Ojala, Sanna Salanterä, Wendy W. Chapman:
Creating a Reference Standard of Acronym and Abbreviation Annotations for the ShARe/CLEF eHealth Challenge 2013. AMIA 2013
[c20]
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Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Johannes Leveling, Allan Hanbury, Henning Müller, Sanna Salanterä, Hanna Suominen, Guido Zuccon:
ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports. CLEF (Working Notes) 2013
[c19]
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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:
Task 2: ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (Working Notes) 2013
[c18]
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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
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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:
Overview of the ShARe/CLEF eHealth Evaluation Lab 2013. CLEF 2013: 212-231
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Tuuli Keskinen, Aleksi Melto, Jaakko Hakulinen, Markku Turunen, Santeri Saarinen, Tamás Pallos, Pekka Kallioniemi, Riitta Danielsson-Ojala, Sanna Salanterä:
Mobile dictation for healthcare professionals. MUM 2013: 41:1-41:4
2012
[c15]
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Juho Heimonen, Tapio Salakoski, Sanna Salanterä:
An Ontology to Improve Accessibility and Quality of Patient Instructions. CLEF (Online Working Notes/Labs/Workshop) 2012
[c14]
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Gareth J. F. Jones, Jussi Karlgren, Karl Kreiner, Henning Müller, Sanna Salanterä:
Panel Presentation: Towards Systematic Evaluation of Methods, Applications, and Resources for eHealth Document Analysis. CLEF (Online Working Notes/Labs/Workshop) 2012
[c13]
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Veronika Laippala, Riitta Danielsson-Ojala, Heljä Lundgrén-Laine, Sanna Salanterä, Tapio Salakoski:
Vocabulary In Discharge Documents The Patient's Perspective. CLEF (Online Working Notes/Labs/Workshop) 2012
[c12]
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Riitta Danielsson-Ojala, Heljä Lundgrén-Laine, Sanna Salanterä:
Nursing Documentation of Acute Wounds in ICU. Nursing Informatics 2012
[c11]
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Eriikka Siirala, Heljä Lundgrén-Laine, Sanna Salanterä, Kristiina Junttila:
Knowledge-Based Management in Perioperative Nursing - Employing Think Aloud Method to Reveal Nurse Managers' Information Needs. Nursing Informatics 2012
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Laura-Maria Murtola, Heljä Lundgrén-Laine, Sanna Salanterä:
Governance of Managerial Information Needed by Nurse Managers in Hospitals - A Literature Review. WIS 2012: 104-118
[c9]
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Olli Sjöblom, Juho Heimonen, Lotta Kauhanen, Veronika Laippala, Heljä Lundgrén-Laine, Laura-Maria Murtola, Tapio Salakoski, Sanna Salanterä:
Avoiding Hazards - What Can Health Care Learn from Aviation? WIS 2012: 119-127
2011
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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:
Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies. J. Biomed. Semant. 2(S-3): S1 (2011)
2010
[c8]
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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:
Characteristics and Analysis of Finnish and Swedish Clinical Intensive Care Nursing Narratives. Louhi@NAACL-HLT 2010: 53-60
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Katja Heikkinen, Sanna Salanterä, Helena Leino-Kilpi:
Ambulatory Orthopaedic Surgery Patients Knowledge with Internet-Based Education. MedInfo 2010: 605-609

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Elina Kontio, Heikki Korvenranta, Heljä Lundgrén-Laine, Sanna Salanterä:
Key Elements of Successful Care Process of Patients with Heart Symptoms in an Emergency Care - Could an ERP System Help? Nursing Informatics 2009: 54-58
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Hanna Suominen, Heljä Lundgrén-Laine, Sanna Salanterä, Tapio Salakoski:
Evaluating Pain in Intensive Care. Nursing Informatics 2009: 192-196
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Heljä Lundgrén-Laine, Hanna Suominen, Elina Kontio, Sanna Salanterä:
Intensive Care Admission and Discharge - Critical Decision-Making Points. Nursing Informatics 2009: 358-361
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Katja Heikkinen, Sanna Salanterä, Helena Leino-Kilpi:
How do Patients Evaluate Their Education? - a Comparison of Two Education Methods. Nursing Informatics 2009: 850-851
2007
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Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Tapio Salakoski, Sanna Salanterä:
Applying language technology to nursing documents: Pros and cons with a focus on ethics. Int. J. Medical Informatics 76(S2): S293-S301 (2007)
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Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski:
Towards automated classification of intensive care nursing narratives. Int. J. Medical Informatics 76(S3): S362-S368 (2007)
2006
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Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski:
Relevance Ranking of Intensive Care Nursing Narratives. KES (1) 2006: 720-727
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Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski:
Towards Automated Classification of Intensive Care Nursing Narratives. MIE 2006: 789-794
2005
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Kristiina Junttila, Sanna Salanterä, Maija Hupli:
Developing terminology for documenting perioperative nursing interventions. Int. J. Medical Informatics 74(6): 461-471 (2005)

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