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New Diagnostic Tools and Instruments for Pediatrics (69) Human Factors and Usability Case Studies (1301) Design, Usability, and Evaluation of Research Instruments, Scales, and Measures (149) Development and Evaluation of Research Methods, Instruments and Tools (1321) Mobile Health and Apps for Maternal and Child Health (270) Artificial Intelligence (4744) Applications of AI (949) Algorithmic Parenting (12)

Published on in Vol 7 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59564, first published .
Hand holding smartphone with apps and globe symbolizing digital connectivity and information flow.

Exploring the Use of a Length AI Algorithm to Estimate Children’s Length from Smartphone Images in a Real-World Setting: Algorithm Development and Usability Study

Exploring the Use of a Length AI Algorithm to Estimate Children’s Length from Smartphone Images in a Real-World Setting: Algorithm Development and Usability Study

Authors of this article:

Mei Chien Chua1, 2, 3, 4 Author Orcid Image ;   Matthew Hadimaja5 Author Orcid Image ;   Jill Wong5 Author Orcid Image ;   Sankha Subhra Mukherjee5 Author Orcid Image ;   Agathe Foussat5 Author Orcid Image ;   Daniel Chan2, 6 Author Orcid Image ;   Umesh Nandal7 Author Orcid Image ;   Fabian Yap2, 3, 4, 6 Author Orcid Image
Article Authors Cited by (5) Tweetations Metrics

Journals

  1. Mohammedkhan H, Fleuren H, Güven Ç, Postma E. Inferring Body Measurements from 2D Images: A Comprehensive Review. Journal of Imaging 2025;11(6):205 View
  2. Chan D, Chua M, Hadimaja M, Mukherjee S, Wong J, Yap F. Artificial intelligence-driven anthropometric assessment for young children: evaluating the accuracy and practicality of a digital image-based length and weight prediction tool. BMJ Health & Care Informatics 2025;32(1):e101540 View
  3. Rupp M, Doucas A, Siebenlist S. Einsatz von künstlicher Intelligenz zur Next-Gen-Anamnese und Kommunikation in der O & U. Die Orthopädie 2026 View
  4. Usha S, Kanthimathi M. Edge-AI-Assisted Real-Time Dynamic Anaglyph 3D Image Synthesis Using Hybrid VLSI Architecture with Adaptive Depth Estimation. Journal of Circuits, Systems and Computers 2026 View

Conference Proceedings

  1. Husaini M, Putra V, Tho C, Lukmana H, Raharja A, Asyaky M. 2026 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS). YOLO-Pose and ViTPose for Contactless Assistive Pediatric Monitoring: Pipeline with Generalization XAI View