Laura-Maria Peltonen

Adoption of Digital Technologies in Public Health Crises: an International Large‐Scale Survey

Peltonen, Laura‐Maria; Lokmic‐Tomkins, Zerina; Cho, Hwayoung; Collins, Emma; Gerich, Hanna von; Golz, Christoph; Honey, Michelle; Macieira, Tamara GR; Topaz, Maxim; Dowding, Dawn, 2026, Public health nursing, 43, 3, 681-692. A1 Journal article (refereed), original research

Developing a RAG-Based Chatbot for Healthcare: A Case Study of the HeartWise AI Chatbot

Peltonen, Riina; Setälä, Manu; Peltonen, Laura-Maria, 2026, Studies in health technology and informatics. Abstract

Editorial: Pushing boundaries in EHR implementation and innovation through advanced digital health technologies

Piho, Gunnar; Krastev, Evgeniy; Peltonen, Laura-Maria; Hagglund, Maria; Ross, Peeter, 2026, Frontiers in medicine, 13, 1887713. B1 Non-refereed journal articles

Enablers and Barriers to Nurse Managers' Leadership of Evidence‐Based Practice During Organisational Change: A Qualitative Study

Askola, Riitta; Varpula, Jaakko; Peltonen, Laura‐Maria; Heino‐Tolonen, Tarja; Lindström, Miia; Axelin, Anna, 2026, Nursing open, 13, 8, e70764. A1 Journal article (refereed), original research

Enhancing Nurse Leaders Evidence-Based Practice Implementation Leadership Competence. A Systematic Review and Meta-Analysis of Educational Interventions

Varpula, Jaakko; Askola, Riitta; Kahsay, Desale Tewelde; Axelin, Anna; Virtanen, Laura; Maijala, Riikka; Peltonen, Laura-Maria, 2026, Worldviews on evidence-based nursing, 23, 4, e70164. A2 Review article, Literature review, Systematic review

Exploring violence towards EMS personnel: a multiprofessional qualitative study

Riihimäki, Heikki; Peltonen, Laura-Maria; Lahti, Mari; Paulin, Jani, 2026, Bmc emergency medicine, 26, 119. A1 Journal article (refereed), original research

Fabricated citations: an audit across 2·5 million biomedical papers

Topaz, Maxim; Roguin, Nir; Gupta, Pallavi; Zhang, Zhihong; Peltonen, Laura-Maria, 2026, The Lancet, 407, 10541, 1779-1781. B1 Non-refereed journal articles

Fabricated references are twice as common in medRxiv preprints as in peer-reviewed articles

Topaz, Maxim; Zhang, Zhihong; Gupta, Pallavi; Roguin, Nir; Peltonen, Laura-Maria, 2026, Journal of internal medicine, [Epub ahead of print 14 July 2026], 1-3. B1 Non-refereed journal articles

Federated learning’s uncomfortable truth: why human networks matter more than neural networks

Peltonen, Laura-Maria; Chomutare, Taridzo, 2026, Journal of the american medical informatics association, 33, 6, 1236-1240. A1 Journal article (refereed), original research

Generative AI in Qualitative Health Research: What the Emerging Evidence Shows

Gupta, Pallavi; Topaz, Maxim; Connell, Kathryn A.; Yu, Hyunmin; Peltonen, Laura-Maria, 2026, Nursing inquiry, 33, 3, e70140. B1 Non-refereed journal articles

Healthcare Professionals’ Concerns About Digital Transformation During Public Health Crises: A Multinational Analysis

Peltonen, Laura-Maria; Honey, Michelle; Lokmic-Tomkins, Zerina; Golz, Christoph; Cho, Hwayoung; Collins, Emma; Macieira, Tamara G.R.; Topaz, Maxim; von Gerich, Hanna; Dowding, Dawn, 2026, Giacomini, Mauro; Delgado, Jaime; Arvanitis, Theodoros N.; Andrikopoulou, Elisavet; Benis, Arriel; Balestra, Gabriella; Bellazzi, Riccardo; Gallos, Parisis; Gatta, Roberto; Giacobbe, Daniele Roberto; Giordano, Noemi; Hägglund, Maria; Lindsköld, Lars; Lhotska, Lenka; Marceglia, Sara; Parimbelli, Enea; Sacchi, Lucia; Soda, Paolo; Stoicu-Tivadar, Lăcrămioara; Veltri, Pierangelo; Vizza, Patrizia, Opening the Personal Gate between Technology and Health Care, 1476 - 1480, Medical informatics Europe. A4 Conference proceedings

Interoperability Barriers in the European Health Data Space: A Scoping Review

Karppila, Iiris; Setälä, Manu; Peltonen, Laura-Maria, 2026, Giacomini, Mauro; Delgado, Jaime; Arvanitis, Theodoros N.; Andrikopoulou, Elisavet; Benis, Arriel; Balestra, Gabriella; Bellazzi, Riccardo; Gallos, Parisis; Gatta, Roberto; Giacobbe, Daniele Roberto; Giordano, Noemi; Hägglund, Maria; Lindsköld, Lars; Lhotska, Lenka; Marceglia, Sara; Parimbelli, Enea; Sacchi, Lucia; Soda, Paolo; Stoicu-Tivadar, Lăcrămioara; Veltri, Pierangelo; Vizza, Patrizia, Opening the Personal Gate between Technology and Health Care, 1297-1301, Medical informatics Europe. A4 Conference proceedings

Large Language Models for Health Knowledge Modelling in Data Interoperability: A Scoping Review of Methods, Standards, and Applications

Pournik, Omid; Abbasi, Saadullah Farooq; Ding, Xuefei; Mahmoodi, Nasim; Allington, Rose; Peltonen, Laura Maria; Gallos, Parisis; Ghalichi, Leila; Arvanitis, Theodoros N., 2026, Giacomini, Mauro; Delgado, Jaime; Arvanitis, Theodoros N.; Andrikopoulou, Elisavet; Benis, Arriel; Balestra, Gabriella; Bellazzi, Riccardo; Gallos, Parisis; Gatta, Roberto; Giacobbe, Daniele Roberto; Giordano, Noemi; Hägglund, Maria; Lindsköld, Lars; Lhotska, Lenka; Marceglia, Sara; Parimbelli, Enea; Sacchi, Lucia; Soda, Paolo; Stoicu-Tivadar, Lăcrămioara; Veltri, Pierangelo; Vizza, Patrizia, Opening the Personal Gate between Technology and Health Care, 1287 - 1291, Medical informatics Europe. A4 Conference proceedings

Silent practices becoming norms: planned napping for nurses during intensive care night shifts – a focus group study

Löfqvist, Carita; Siivonen, Johanna Kaarina; Axelin, Anna; Peltonen, Laura-Maria; Ritmala, Marita, 2026, Journal of research in nursing, 31, 3-4, 202-217. A1 Journal article (refereed), original research

The Deskilling Effect: Is Artificial Intelligence Eroding Clinical Competence?

Topaz, Maxim; Peltonen, Laura Maria; Zhang, Zhihong; Backonja, Uba, 2026, Annals of internal medicine, 179, 7, 1048-1050. B1 Non-refereed journal articles

Video-Based Fall Risk Assessment Using Multimodal Large Language Models in Home Health Care: A Proof-of-Concept Feasibility Study

Gupta, Pallavi; Zhang, Zhihong; Song, Meijia; Michalowski, Martin; Hu, Xiao; Stiglic, Gregor; Peltonen, Laura-Maria; Topaz, Maxim, 2026, Cin: computers informatics nursing, 44, 8, 1-10. A1 Journal article (refereed), original research

A Comparison Between a Resuscitation Glove and Standard Manual Compressions on the Quality of Cardiovascular Resuscitation Manikin-Based Randomized Crossover Trial

Kahsay, Desale Tewelde; Tommila, Miretta; Peltonen, Laura Maria; Löyttyniemi, Eliisa; Xiao, Yu; Mauranen, Henry; Salanterä, Sanna, 2025, Journal of cardiovascular nursing, 41, 1, 65-74. A1 Journal article (refereed), original research

A rapid review on the application of common data models in healthcare: Recommendations for data governance and federated learning in artificial intelligence development

von Gerich, Hanna; Chomutare, Taridzo; Kytö, Ville; Lundberg, Peter; Siggaard, Troels; Peltonen, Laura-Maria, 2025, Digital health, 11, 1-15. A2 Review article, Literature review, Systematic review

Agility Under Fire: What Healthcare Can Learn from Crisis-Driven Accelerated Technology Development and Adoption

Koski, Aapo; Mikkonen, Tommi; Peltonen, Laura Maria, 2025, Scanniello, Giuseppe; Lenarduzzi, Valentina; Romano, Simone; Vegas, Sira; Francese, Rita, Product-Focused Software Process Improvement. Industry, Doctoral-Symposium, Tutorial, and Workshop Papers : 26th International Conference, PROFES 2025, Salerno, Italy, December 1–3, 2025, Proceedings, 260-265. A4 Conference proceedings

An AI-Enabled Nursing Future With no Documentation Burden: A Vision for a New Reality

Michalowski, Martin; Topaz, Maxim; Peltonen, Laura Maria, 2025, Journal of advanced nursing, 82, 1, 907-912. A1 Journal article (refereed), original research

Beyond human ears: navigating the uncharted risks of AI scribes in clinical practice

Topaz, Maxim; Peltonen, Laura Maria; Zhang, Zhihong, 2025, npj digital medicine, 8, 1, 569. B1 Non-refereed journal articles

Connecting Academia and Industry Through Communities of Practice in the Informatics Domain

Peltonen, Laura-Maria; Gaudet-Blavignac, Christophe; Lindsköld, Lars; Hofdijk, Jakob, 2025, Andrikopoulou, Elisavet; Gallos, Parisis; Arvanitis, Theodoros N; Austin, Rosalynn; Benis, Arriel; Cornet, Ronald; Chatzistergos, Panagiotis; Dejaco, Alexander; Dusseljee-Peute, Linda; Mohasseb, Alaa; Natsiavas, Pantelis; Nakkas, Haythem; Scott, Philip, Intelligent Health Systems – From Technology to Data and Knowledge, 303-307, Medical informatics Europe. A4 Conference proceedings

Designing a Video-based Remote Clinical Consultation Simulation With Artificial Intelligence-based Communication Detection

Kyyhkynen, Rasmus; Peltonen, Laura-Maria; Smed, Jouni, 2025, Cin: computers informatics nursing, 44, 6, e01427. A1 Journal article (refereed), original research

Development and Validation of Statements on Nursing Digital Capabilities for Climate-Resilient Healtcare Systems

Lokmic-Tomkins, Zerina; Golz, Christoph; Peltonen, Laura-Maria, 2025, Househ, Mowafa S; Tariq, Zain Ul Abideen; Al-Zubaidi, Mahmood; Shah, Uzair; Huesing, Elaine, MEDINFO 2025 — Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics, 1500 - 1504, World congress on medical and health informatics. A4 Conference proceedings

Development of a Tool for the Assessment of Information-Driven Operations Management by Nurse Leaders

Varpula, Jaakko; Askola, Riitta; Axelin, Anna; Heino-Tolonen, Tarja; Lindström, Miia; Peltonen, Laura-Maria, 2025, Studies in health technology and informatics. Abstract

Evaluating Semantic Interoperability: A Preliminary Study on Finnish Nursing Documentation and the LEP Nursing Intervention Classification

Helenius, Mikael; von Gerich, Hanna; Jagfeld, Glorianna; Ranegger, Renate; Peltonen, Laura-Maria, 2025, Househ, Mowafa S; Tariq, Zain Ul Abideen; Al-Zubaidi, Mahmood; Shah, Uzair; Huesing, Elaine, MEDINFO 2025 — Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics, 149 - 153, World congress on medical and health informatics. A4 Conference proceedings

Exploring care pathways of patients conveyed by emergency medical services (EMS) through electronic health records

Paulin, Jani; Saari, Teijo I.; Riihimäki, Heikki; Koivisto, Mari; Peltonen, Laura-Maria, 2025, Scandinavian journal of trauma, resuscitation and emergency medicine, 33, 1, 60. A1 Journal article (refereed), original research

From Research to Practice in Days, not Decades: Why Leaders Must Act now

Peltonen, Laura-Maria; Topaz, Maxim; Zhang, Zhihong, 2025, Journal of medical systems, 49, 1, 175. A1 Journal article (refereed), original research

Impact of Digital Interventions on Health Service Quality in Home Care: Preliminary Results of an Umbrella Review

Jylhä, Virpi; Holvitie, Johannes; Tuominen, Outi; Kaartinen, Jouni; Peltonen, Laura-Maria, 2025, Studies in health technology and informatics. Abstract

Implementing a Nordic-Baltic Federated Health Data Network: A Case Report

Chomutare, Taridzo; Barbic, Aleksandar; Peltonen, Laura Maria; Elunurm, Silja; Lundberg, Peter; Jönsson, Arne; Eneling, Emma; Gerstenberger, Ciprian Virgil; Siggaard, Troels; Kolde, Raivo; Jerdhaf, Oskar; Hansson, Martin; Makhlysheva, Alexandra; Muzny, Miroslav; Ylipää, Erik; Brunak, Søren; Dalianis, Hercules, 2025, Househ, Mowafa S; Tariq, Zain Ul Abideen; Al-Zubaidi, Mahmood; Shah, Uzair; Huesing, Elaine, MEDINFO 2025 — Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics, 1241-1245, World congress on medical and health informatics. A4 Conference proceedings

Kohti älykkäämpää sosiaali- ja terveydenhuoltoa

Von Gerich, Hanna; Tuominen, Outi; Salaspuro, Ville; Pelander, Tiina; Peltonen, Laura-Maria, 2025, Pro terveys, 52, 3, 18-20. D1 Article in a trade journal

Rapid digital health technology implementation during a health care crisis – a cross-sectional mixed methods survey of nurses’ experiences

von Gerich, Hanna; Dowding, Dawn; Peltonen, Laura-Maria, 2025, Finnish Journal of eHealth and eWelfare, 17, 4, 405-418. A1 Journal article (refereed), original research

Rethinking digital transformation in nursing

Lokmic-Tomkins, Zerina; Block, Lorraine J; Lee, Jisan; Peltonen, Laura-Maria; Bingham, Gordon, 2025, Contemporary nurse, 62, 1, 1-5. B1 Non-refereed journal articles

Scoping review on the economic aspects of machine learning applications in healthcare

von Gerich, Hanna; Helenius, Mikael; Hörhammer, Iiris; Moen, Hans; Peltonen, Laura-Maria, 2025, International journal of medical informatics, 205, 106103. A2 Review article, Literature review, Systematic review

Tehohoidon tulevaisuus - voiko tekoäly pelastaa henkiä?

Helenius, Mikael; Peltonen, Laura-Maria, 2025, Tehohoito, 43, 2, 146-149. D1 Article in a trade journal

The Overlooked Dark Side of Generative AI in Nursing: An International Think Tank's Perspective

Topaz, Maxim; Peltonen, Laura Maria; Michalowski, Martin; Pruinelli, Lisiane; Ronquillo, Charlene E; Zhang, Zhihong; Babic, Aleksandar, 2025, Journal of nursing scholarship, 57, 4, 559-562. B1 Non-refereed journal articles

Laadullinen vignette tutkimusmenetelmänä monialaisen yhteistyöosaamisen arvioimisessa sote-alan monialaisessa koulutuksessa

Mustonen, Reetta; Pakarinen, Anni; Salanterä, Sanna; Peltonen, Laura-Maria, 2024, Hoitotiede, 36, suppl, S3-S16. A1 Journal article (refereed), original research

The rate and predictors of violence against EMS personnel

Paulin, Jani; Lahti, Mari; Riihimäki, Heikki; Hänninen, Joonas; Vesanen, Tero; Koivisto, Mari; Peltonen, Laura-Maria, 2024, Bmc emergency medicine, 24, 1, 200. A1 Journal article (refereed), original research

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Laura-Maria Peltonen

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Adoption of Digital Technologies in Public Health Crises: an International Large‐Scale Survey

Developing a RAG-Based Chatbot for Healthcare: A Case Study of the HeartWise AI Chatbot

Editorial: Pushing boundaries in EHR implementation and innovation through advanced digital health technologies

Enablers and Barriers to Nurse Managers' Leadership of Evidence‐Based Practice During Organisational Change: A Qualitative Study

Enhancing Nurse Leaders Evidence-Based Practice Implementation Leadership Competence. A Systematic Review and Meta-Analysis of Educational Interventions

Exploring violence towards EMS personnel: a multiprofessional qualitative study

Fabricated citations: an audit across 2·5 million biomedical papers

Fabricated references are twice as common in medRxiv preprints as in peer-reviewed articles

Federated learning’s uncomfortable truth: why human networks matter more than neural networks

Generative AI in Qualitative Health Research: What the Emerging Evidence Shows

Healthcare Professionals’ Concerns About Digital Transformation During Public Health Crises: A Multinational Analysis

Interoperability Barriers in the European Health Data Space: A Scoping Review

Large Language Models for Health Knowledge Modelling in Data Interoperability: A Scoping Review of Methods, Standards, and Applications

Silent practices becoming norms: planned napping for nurses during intensive care night shifts – a focus group study

The Deskilling Effect: Is Artificial Intelligence Eroding Clinical Competence?

Video-Based Fall Risk Assessment Using Multimodal Large Language Models in Home Health Care: A Proof-of-Concept Feasibility Study

A Comparison Between a Resuscitation Glove and Standard Manual Compressions on the Quality of Cardiovascular Resuscitation Manikin-Based Randomized Crossover Trial

A rapid review on the application of common data models in healthcare: Recommendations for data governance and federated learning in artificial intelligence development

Agility Under Fire: What Healthcare Can Learn from Crisis-Driven Accelerated Technology Development and Adoption

An AI-Enabled Nursing Future With no Documentation Burden: A Vision for a New Reality

Beyond human ears: navigating the uncharted risks of AI scribes in clinical practice

Connecting Academia and Industry Through Communities of Practice in the Informatics Domain

Designing a Video-based Remote Clinical Consultation Simulation With Artificial Intelligence-based Communication Detection

Development and Validation of Statements on Nursing Digital Capabilities for Climate-Resilient Healtcare Systems

Development of a Tool for the Assessment of Information-Driven Operations Management by Nurse Leaders

Evaluating Semantic Interoperability: A Preliminary Study on Finnish Nursing Documentation and the LEP Nursing Intervention Classification

Exploring care pathways of patients conveyed by emergency medical services (EMS) through electronic health records

From Research to Practice in Days, not Decades: Why Leaders Must Act now

Impact of Digital Interventions on Health Service Quality in Home Care: Preliminary Results of an Umbrella Review

Implementing a Nordic-Baltic Federated Health Data Network: A Case Report

Kohti älykkäämpää sosiaali- ja terveydenhuoltoa

Rapid digital health technology implementation during a health care crisis – a cross-sectional mixed methods survey of nurses’ experiences

Rethinking digital transformation in nursing

Scoping review on the economic aspects of machine learning applications in healthcare

Tehohoidon tulevaisuus - voiko tekoäly pelastaa henkiä?

The Overlooked Dark Side of Generative AI in Nursing: An International Think Tank's Perspective

Laadullinen vignette tutkimusmenetelmänä monialaisen yhteistyöosaamisen arvioimisessa sote-alan monialaisessa koulutuksessa

The rate and predictors of violence against EMS personnel