Publications by authors named "Martin Michalowski"

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Video Annotation in Nurse Home Visits: Methodology Development and Pilot Evaluation.
Zhihong Zhang, Pallavi Gupta, Jiyoun Song, Meijia Song, Martin Michalowski

Comput Inform Nurs· December 2025

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Advancing AI initiatives in nursing academics: Case studies and insights from thought leaders.
Paulina Sockolow, Martin Michalowski, Laura-Maria Peltonen, Lisiane Pruinelli, Maxim Topaz

Nurs Outlook· November 2025

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Human-centered explainability evaluation in clinical decision-making: a critical review of the literature.
Jenny M Bauer, Martin Michalowski

J Am Med Inform Assoc· September 2025

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Rapid review: Growing usage of Multimodal Large Language Models in healthcare.
Pallavi Gupta, Zhihong Zhang, Meijia Song, Martin Michalowski, Xiao Hu

J Biomed Inform· September 2025

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The Overlooked Dark Side of Generative AI in Nursing: An International Think Tank's Perspective.
Maxim Topaz, Laura Maria Peltonen, Martin Michalowski, Lisiane Pruinelli, Charlene E Ronquillo

J Nurs Scholarsh· July 2025

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The ChatGPT Effect: Nursing Education and Generative Artificial Intelligence.
Maxim Topaz, Laura-Maria Peltonen, Martin Michalowski, Gregor Stiglic, Charlene Ronquillo

J Nurs Educ· June 2025

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An AI-Enabled Nursing Future With no Documentation Burden: A Vision for a New Reality.
Martin Michalowski, Maxim Topaz, Laura Maria Peltonen

J Adv Nurs· March 2025

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Machine learning methods to discover hidden patterns in well-being and resilience for healthy aging.
Robin R Austin, Ratchada Jantraporn, Martin Michalowski, Jenna Marquard

J Nurs Scholarsh· January 2025

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Advancing AI Data Ethics in Nursing: Future Directions for Nursing Practice, Research, and Education.
Patricia A Ball Dunlap, Martin Michalowski

JMIR Nurs· October 2024

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Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem.
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Malvika Rao, Marc Carrier

J Biomed Inform· August 2024

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Prompt engineering when using generative AI in nursing education.
Siobhan O'Connor, Laura-Maria Peltonen, Maxim Topaz, Lu-Yen Anny Chen, Martin Michalowski

Nurse Educ Pract· January 2024

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A Conversational Agent for Early Detection of Neurotoxic Effects of Medications through Automated Intensive Observation.
Serguei Pakhomov, Jacob Solinsky, Martin Michalowski, Veronika Bachanova

Pac Symp Biocomput· January 2024

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Creative and generative artificial intelligence for personalized medicine and healthcare: Hype, reality, or hyperreality?
Arash Shaban-Nejad, Martin Michalowski, Simone Bianco

Exp Biol Med (Maywood)· December 2023

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A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support.
William Van Woensel, Samson W Tu, Wojtek Michalowski, Syed Sibte Raza Abidi, Samina Abidi, Martin Michalowski

J Biomed Inform· June 2023

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Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines.
Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier

Artif Intell Med· June 2023

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TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments.
Changye Li, Weizhe Xu, Trevor Cohen, Martin Michalowski, Serguei Pakhomov

AMIA Jt Summits Transl Sci Proc· June 2023

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Applied artificial intelligence in healthcare: Listening to the winds of change in a post-COVID-19 world.
Arash Shaban-Nejad, Martin Michalowski, Simone Bianco, John S Brownstein, David L Buckeridge

Exp Biol Med (Maywood)· November 2022

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Nurses' Utilization of Information Resources for Patient Care Tasks: A Survey of Critical Care Nurses in an Urban Hospital Setting.
Rebecca J L Brown, Martin Michalowski

Comput Inform Nurs· October 2022

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Predictive models for social functioning in healthy young adults: A machine learning study integrating neuroanatomical, cognitive, and behavioral data.
Kathleen Miley, Martin Michalowski, Fang Yu, Ethan Leng, Barbara J McMorris

Soc Neurosci· October 2022

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Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases.
Dympna O'Sullivan, William Van Woensel, Szymon Wilk, Samson W Tu, Wojtek Michalowski, Martin Michalowski

AMIA Annu Symp Proc· April 2022

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Artificial Intelligence -based technologies in nursing: A scoping literature review of the evidence.
Hanna von Gerich, Hans Moen, Lorraine J Block, Charlene H Chu, Haley DeForest, Martin Michalowski

Int J Nurs Stud· March 2022

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Artificial intelligence in nursing: Priorities and opportunities from an international invitational think-tank of the Nursing and Artificial Intelligence Leadership Collaborative.
Charlene Esteban Ronquillo, Laura-Maria Peltonen, Lisiane Pruinelli, Charlene H Chu, Suzanne Bakken, Martin Michalowski

J Adv Nurs· September 2021

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A Health eLearning Ontology and Procedural Reasoning Approach for Developing Personalized Courses to Teach Patients about Their Medical Condition and Treatment.
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Dympna O'Sullivan, Silvia Bonaccio

Int J Environ Res Public Health· July 2021

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Toward an Augmented Nursing-Artificial Intelligence Future.
Lisiane Pruinelli, Martin Michalowski

Comput Inform Nurs· June 2021

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MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines.
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier

Artif Intell Med· February 2021

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