Assessing the reliability of non-cycloplegic refraction in children: a machine learning approach based on non-cycloplegic parameters.
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| Title: | Assessing the reliability of non-cycloplegic refraction in children: a machine learning approach based on non-cycloplegic parameters. |
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| Authors: | Cui H; Department of Ophthalmology and Optometry, Fujian Medical University, Fuzhou, China.; Department of Ophthalmology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China., Huang J; Fuzhou Ruiming Aier Eye Clinic, Fuzhou, China., Zhou Z; Department of Ophthalmology, The First Affiliated Hospital of Xiamen University, Xiamen, China., Yang Y; Department of Ophthalmology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China., Zhang B; Fuzhou Ruiming Aier Eye Clinic, Fuzhou, China., Hong X; Fuzhou Ruiming Aier Eye Clinic, Fuzhou, China., Zhong J; Fuzhou Ruiming Aier Eye Clinic, Fuzhou, China., Xiao K; Department of Ophthalmology and Optometry, Fujian Medical University, Fuzhou, China.; Department of Ophthalmology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China., Liu J; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia.; Ophthalmology, Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia., Rao H; Department of Ophthalmology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China., Li L; Department of Ophthalmology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China.; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia.; Ophthalmology, Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia., Zhang J; Fuzhou Ruiming Aier Eye Clinic, Fuzhou, China. |
| Source: | Frontiers in public health [Front Public Health] 2026 Jun 29; Vol. 14, pp. 1822514. Date of Electronic Publication: 2026 Jun 29 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2296-2565 |
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| DOI: | 10.3389/fpubh.2026.1822514 |
