Laura-Maria Peltonen

60 papers A 1Misc 1Journal 14Unranked 43

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
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	—	`conf`	Agility Under Fire: What Healthcare Can Learn from Crisis-Driven Accelerated Technology Development and Adoption. PROFES (Workshop) Aapo Koski, Tommi Mikkonen, Laura-Maria Peltonen
2025	J	`jnl`	Beyond human ears: navigating the uncharted risks of AI scribes in clinical practice. npj Digit. Medicine Maxim Topaz, Laura-Maria Peltonen, Zhihong Zhang
2025	—	`conf`	Development and Validation of Statements on Nursing Digital Capabilities for Climate-Resilient Healthcare Systems. MedInfo Zerina Lokmic-Tomkins, Christoph Golz, Laura-Maria Peltonen
2025	—	`conf`	Development of a Tool for the Assessment of Information-Driven Operations Management by Nurse Leaders. MedInfo Jaakko Varpula, Riitta Askola, Anna Axelin, Tarja Heino-Tolonen, Miia Lindström, Laura-Maria Peltonen
2025	—	`conf`	Evaluating Semantic Interoperability: A Preliminary Study on Finnish Nursing Documentation and the LEP Nursing Intervention Classification. MedInfo Mikael Helenius, Hanna von Gerich, Glorianna Jagfeld, Renate Ranegger, Laura-Maria Peltonen
2025	J	`jnl`	From Research to Practice in Days, not Decades: Why Leaders Must Act now. J. Medical Syst. Laura-Maria Peltonen, Maxim Topaz, Zhihong Zhang
2025	—	`conf`	Impact of Digital Interventions on Health Service Quality in Home Care: Preliminary Results of an Umbrella Review. MedInfo Virpi Jylhä, Johannes Holvitie, Outi Tuominen, Jouni Kaartinen, Laura-Maria Peltonen
2025	—	`conf`	Implementing a Nordic-Baltic Federated Health Data Network: A Case Report. MedInfo Taridzo Chomutare, Aleksandar Babic, Laura-Maria Peltonen, Silja Elunurm, Peter Lundberg, Arne Jönsson, Emma Eneling, Ciprian-Virgil Gerstenberger, Troels Siggaard, Raivo Kolde, Oskar Jerdhaf, Martin Hansson, Alexandra Makhlysheva, Miroslav Muzny, Erik Ylipää, Søren Brunak, Hercules Dalianis
2025	J	`jnl`	Pretraining Finnish ModernBERTs. CoRR Akseli Reunamo, Laura-Maria Peltonen, Hans Moen, Sampo Pyysalo
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	—	`conf`	Building Bridges for Federated Learning in Healthcare: Review on Approaches for Common Data Model Development. Nursing Informatics Hanna von Gerich, Taridzo Chomutare, Laura-Maria Peltonen
2024	—	`conf`	Exploring Delays in Cardiac Care Processes Through Electronic Health Records. MIE Laura-Maria Peltonen, Hanna von Gerich, Julia Walsh, Matej Medvecky
2024	—	`conf`	Future Needs in Nursing Informatics - Preliminary Findings from the Global Nursing Informatics Survey. Nursing Informatics Hanna von Gerich, Dari AlHuwail, Martha K. Badger, Lorraine J. Block, Gabrielle Jacklin Eler, Mattias Georgsson, Jisan Lee, Zerina Lokmic-Tomkins, Erika Lozada Perezmitre, Lisiane Pruinelli, Charlene Ronquillo, Henrique Yoshikazu Shishido, Janine Sommer, Jiyoun Song, Maxim Topaz, Laura-Maria Peltonen
2024	J	`jnl`	Implementing a Nordic-Baltic Federated Health Data Network: a case report. CoRR Taridzo Chomutare, Aleksandar Babic, Laura-Maria Peltonen, Silja Elunurm, Peter Lundberg, Arne Jönsson, Emma Eneling, Ciprian-Virgil Gerstenberger, Troels Siggaard, Raivo Kolde, Oskar Jerdhaf, Martin Hansson, Alexandra Makhlysheva, Miroslav Muzny, Erik Ylipää, Søren Brunak, Hercules Dalianis
2024	—	`conf`	Navigating the Global Landscape of Nursing Informatics Research Collaboration: A Blueprint for Success. Nursing Informatics Dawn Dowding, Ragnhildur I. Bjarnadottir, Hwayoung Cho, Emma Collins, Christoph Golz, Michelle Honey, Cha-Jung Hsieh, Tso-Ying Lee, Zerina Lokmic-Tomkins, Tamara Goncalves Rezende Macieira, Laura-Maria Peltonen, Hanna von Gerich
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	—	`conf`	Digital Information Management for Advanced Practice Nursing: Needs Assessment. MIE Heidi Laine, Asta Heikkilä, Laura-Maria Peltonen, Jouni Smed
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	J	`jnl`	Evaluating the representation of disaster hazards in SNOMED CT: gaps and opportunities. J. Am. Medical Informatics Assoc. Zerina Lokmic-Tomkins, Lorraine J. Block, Shauna Davies, Lisa Reid, Charlene Esteban Ronquillo, Hanna von Gerich, Laura-Maria Peltonen
2023	—	`conf`	Towards Automated Evaluation of Patient Centered Care-Assessing the Potential of Electronic Health Records. MedInfo Hanna von Gerich, Erika Lozada Perezmitre, Lisiane Pruinelli, Laura-Maria Peltonen
2022	J	`jnl`	Assessing the carbon footprint of digital health interventions: a scoping review. J. Am. Medical Informatics Assoc. Zerina Lokmic-Tomkins, Shauna Davies, Lorraine J. Block, Lindy Cochrane, Alan Dorin, Hanna von Gerich, Erika Lozada Perezmitre, Lisa Reid, Laura-Maria Peltonen
2022	—	`conf`	Assessment of Health Service Quality Through Electronic Health Record - A Scoping Review. MIE Hanna von Gerich, Laura-Maria Peltonen
2022	—	`conf`	Clustering Nursing Sentences - Comparing Three Sentence Embedding Methods. MIE Hans Moen, Henry Suhonen, Sanna Salanterä, Tapio Salakoski, Laura-Maria Peltonen
2022	—	`conf`	The Essence and Role of Nurses in the Future of Biomedical and Health Informatics. BMHI Patrick Weber, Laura-Maria Peltonen, Alain Junger
2021	—	`conf`	Description of the Process to Validate the Mexican Nurse Informatics Competency Self-Assessment Scale. Nursing Informatics Erika Lozada Perezmitre, Erick Landeros-Olvera, Rosa Maria Galicia-Aguilar, Laura-Maria Peltonen, Raji Nibber, Adrienne Lewis, Lorraine Block, Lisiane Pruinelli, Charlene Ronquillo, Maxim Topaz
2021	—	`conf`	Development of an eHealth Nursing Intervention on Self-Care to Prevent Diabetic Foot in Rural Mexico: A Pilot Test. Nursing Informatics Edgar Mauricio Ramírez-Pérez, Maricarmen Moreno-Tochihuitl, María del Rosario Ricardez-Ramírez, Lorraine Block, Laura-Maria Peltonen, María del Pilar Castro-Fernández de Lara, Erika Lozada Perezmitre
2021	—	`conf`	Emergency Remote Learning in Nursing Education During the COVID-19 Pandemic. MIE Eunjoo Jeon, Laura-Maria Peltonen, Lorraine Block, Charlene Ronquillo, Jude L. Tayaben, Raji Nibber, Lisiane Pruinelli, Erika Lozada Perezmitre, Janine Sommer, Maxim Topaz, Gabrielle Jacklin Eler, Henrique Yoshikazu Shishido, Shanti Wardaningsih, Sutantri Sutantri, Samira Ali, Dari AlHuwail, Alaa A. Abd-Alrazaq, Laila M. Akhu-Zaheya, Ying-Li Lee, Shao Hui Shu, Jisan Lee
2021	—	`conf`	Nursing Informatics Research Trends: Findings from an International Survey. Nursing Informatics Laura-Maria Peltonen, Raji Nibber, Lorraine Block, Charlene Ronquillo, Erika Lozada Perezmitre, Adrienne Lewis, Dari AlHuwail, Samira Ali, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Ying-Li Lee, Chiu-Hsiang Kuo, Shao Hui Shu, Hanjen Hsu, Janine Sommer, Raymond Francis R. Sarmiento, Hyunggu Jung, Gabrielle Jacklin Eler, Martha K. Badger, Rui Zhao, Tong Zhou, Haley Deforest, Suleman Atique, Maxim Topaz, Lisiane Pruinelli
2021	—	`conf`	Self-Management Capacity in Adults with Type 2 Diabetes Using Educational Interventions: A Pilot Study. Nursing Informatics Maricarmen Moreno-Tochihuitl, Erika Lozada Perezmitre, Carmen Cruz-Rivera, Rayo Cruz-Rivera, Lizamar-Lorena Ramos-Sánchez, Lorraine Block, Laura-Maria Peltonen, María del Rosario Ricardez-Ramírez
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
2021	—	`conf`	Will Artificial Intelligence Replace Nurses? A Debate. Nursing Informatics Laura-Maria Peltonen, Lisiane Pruinelli, Adrienne Lewis, Lorraine Block, Maxim Topaz, Hanna von Gerich, Charlene Ronquillo
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`	Health Informatics Solutions in Response to COVID-19: Preliminary Insights from an International Survey. EFMI-STC Seyedeh-Samin Barakati, Maxim Topaz, Laura-Maria Peltonen, James Mitchell, Dari AlHuwail, Tracie Risling, Charlene Ronquillo
2020	—	`ed.`	Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators - Proceedings of the EFMI 2020 Special Topic Conference, EFMI-STC 2020, Virtual Event, 26 - 27 November 2020. EFMI-STC Alpo Värri, Jaime Delgado, Parisis Gallos, Maria Hägglund, Kristiina Häyrinen, Ulla-Mari Kinnunen, Louise Bilenberg Pape-Haugaard, Laura-Maria Peltonen, Kaija Saranto, Philip Scott
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`	Building Capacity in Student and Emerging Nursing Informatics Professionals Through Participation in an International Community of Practice. Nursing Informatics Lorraine Block, Laura-Maria Peltonen, Charlene Ronquillo, Adrienne Lewis, Raji Nibber, Lisiane Pruinelli, Maxim Topaz
2018	—	`conf`	Emerging Professional's View of the Landscape: Nursing Informatics Curriculum, Competencies, and Career Opportunities. Nursing Informatics Adrienne Lewis, Lorraine Block, Laura-Maria Peltonen, Lisiane Pruinelli, Maxim Topaz, Erika Lozada Perezmitre
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`	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
2018	—	`conf`	Supporting Nursing Informatics in Practice - Lessons Learned by Nursing Informatics Pioneers. Nursing Informatics Laura-Maria Peltonen, Joyce Sensmeier, Kaija Saranto, Susan K. Newbold, Claudine Ramírez
2018	—	`conf`	Technologies to Combat Aedes Mosquitoes: A Model Based on Smart City. Nursing Informatics Geovanna Cristine de Souza Silva, Laura-Maria Peltonen, Lisiane Pruinelli, Henrique Yoshikazu Shishido, Gabrielle Jacklin Eler
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
2016	—	`conf`	Advancing Nursing Informatics in the Next Decade: Recommendations from an International Survey. Nursing Informatics Maxim Topaz, Charlene Ronquillo, Laura-Maria Peltonen, Lisiane Pruinelli, Raymond Francis Sarmiento, Martha K. Badger, Samira Ali, Adrienne Lewis, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Chiu-Hsiang Kuo, Tasneem Islam, Janine Sommer, Hyunggu Jung, Gabrielle Jacklin Eler, Dari AlHuwail
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`	Current Trends in Nursing Informatics: Results of an International Survey. Nursing Informatics Laura-Maria Peltonen, Dari AlHuwail, Samira Ali, Martha K. Badger, Gabrielle Jacklin Eler, Mattias Georgsson, Tasneem Islam, Eunjoo Jeon, Hyunggu Jung, Chiu-Hsiang Kuo, Adrienne Lewis, Lisiane Pruinelli, Charlene Ronquillo, Raymond Francis Sarmiento, Janine Sommer, Jude L. Tayaben, Maxim Topaz
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`	Information Management in the Daily Care Coordination in the Intensive Care Unit. WIS Laura-Maria Peltonen, Heljä Lundgrén-Laine, Sanna Salanterä
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	Misc	`conf`	Nurse Informaticians Report Low Satisfaction and Multi-level Concerns with Electronic Health Records: Results from an International Survey. AMIA Maxim Topaz, Charlene Ronquillo, Laura-Maria Peltonen, Lisiane Pruinelli, Raymond Francis Sarmiento, Martha K. Badger, Samira Ali, Adrienne Lewis, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Chiu-Hsiang Kuo, Tasneem Islam, Janine A. Sommer, Hyunggu Jung, Gabrielle Jacklin Eler, Dari AlHuwail, Ying-Li Lee
2016	—	`conf`	Nursing Informatics Research Priorities for the Future: Recommendations from an International Survey. Nursing Informatics Laura-Maria Peltonen, Maxim Topaz, Charlene Ronquillo, Lisiane Pruinelli, Raymond Francis Sarmiento, Martha K. Badger, Samira Ali, Adrienne Lewis, Mattias Georgsson, Eunjoo Jeon, Jude L. Tayaben, Chiu-Hsiang Kuo, Tasneem Islam, Janine Sommer, Hyunggu Jung, Gabrielle Jacklin Eler, Dari AlHuwail
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