Artificial intelligence for predicting the pubertal growth spurt using cephalometric and hand-wrist radiographs: a systematic review and meta-analysis.

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Title: Artificial intelligence for predicting the pubertal growth spurt using cephalometric and hand-wrist radiographs: a systematic review and meta-analysis.
Authors: Chaves J; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil. jordanasoares.c@gmail.com., Ruffini M; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Souza A; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Moriguchi C; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Ribeiro DH; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Moura D; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Maranhão G; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Gomes G; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Leal ME; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil., Duarte J; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.
Source: BMC oral health [BMC Oral Health] 2026 Jun 03; Vol. 26 (1). Date of Electronic Publication: 2026 Jun 03.
Publication Type: Journal Article; Systematic Review; Meta-Analysis
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088684 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6831 (Electronic) Linking ISSN: 14726831 NLM ISO Abbreviation: BMC Oral Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Chaves+J%22">Chaves J</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil. jordanasoares.c@gmail.com.<br /><searchLink fieldCode="AU" term="%22Ruffini+M%22">Ruffini M</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Souza+A%22">Souza A</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Moriguchi+C%22">Moriguchi C</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Ribeiro+DH%22">Ribeiro DH</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Moura+D%22">Moura D</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Maranhão+G%22">Maranhão G</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Gomes+G%22">Gomes G</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Leal+ME%22">Leal ME</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.<br /><searchLink fieldCode="AU" term="%22Duarte+J%22">Duarte J</searchLink>; Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, RS, 90035-903, Brazil.
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  Data: <searchLink fieldCode="JN" term="%22101088684%22">BMC oral health</searchLink> [BMC Oral Health] 2026 Jun 03; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Jun 03.
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  Data: Journal Article; Systematic Review; Meta-Analysis
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101088684 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1472-6831 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214726831%22">14726831 </searchLink><i>NLM ISO Abbreviation: </i>BMC Oral Health <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s12903-026-08627-6
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        Text: English
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            – D: 03
              M: 06
              Text: 2026 Jun 03
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              Y: 2026
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