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This paper is in the following e-collection/theme issue:

Natural Language Processing (1223) Tools, Programs and Algorithms (562) Methods and Instruments in Medical Informatics (392) Visualization in eHealth (98) Machine Learning (3028) Data Science (677)

Published on in Vol 14 (2026)

This is a member publication of Bibsam Consortium

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/86877, first published .
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IdeaDistiller—AI Support for Idea Synthesis in Concept Mapping: Algorithm Development and Validation Study

IdeaDistiller—AI Support for Idea Synthesis in Concept Mapping: Algorithm Development and Validation Study

Authors of this article:

Chatrine Qwaider1, 2 Author Orcid Image ;   Nora K Speicher1 Author Orcid Image ;   Anna E Genell3 Author Orcid Image ;   Mikael Holtenman3 Author Orcid Image ;   Lisa Vaughn4, 5 Author Orcid Image ;   Frida Smith3, 6 Author Orcid Image
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Chatrine Qwaider   1, 2 * , PhD ;   Nora K Speicher   1 * , PhD ;   Anna E Genell   3 , MSc ;   Mikael Holtenman   3 , MSc ;   Lisa Vaughn   4, 5 , PhD ;   Frida Smith   3, 6 , PhD

1 E-commons, Chalmers University of Technology, Gothenburg, Sweden

2 Department of Natural Language Processing, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates

3 Regional Cancer Centre West, Gothenburg, Sweden

4 Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine Department of Pediatrics, Cincinnati, OH, United States

5 Educational and Community-Based Action Research, University of Cincinnati College of Education, Criminal Justice, and Human Services, Cincinnati, OH, United States

6 Department of Technology Management and Economics, Chalmers University of Technology, Gothenburg, Sweden

*these authors contributed equally

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