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Deep learning for early diagnosis of uveal melanoma: a systematic review and meta-analysis.

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Title: Deep learning for early diagnosis of uveal melanoma: a systematic review and meta-analysis.
Authors: de Moraes FCA; Department of Clinical and Toxicological Analyses, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil. francisco.cezar2205@gmail.com., Matheus GTFU; Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil., de Brito Dichtl ÍL; Federal University of Piauí, Teresina, Piauí, Brazil., Kreuz M; Lutheran University of Brazil, Canoas, Rio Grande Do Sul, Brazil., da Silva ER; Department of Clinical and Toxicological Analyses, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil., Burbano RMR; Human Cytogenetics Laboratory, Institute of Biological Sciences, Federal University of Pará, Belém, Pará, Brazil.
Source: Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico [Clin Transl Oncol] 2026 Jul; Vol. 28 (7), pp. 2854-2863. Date of Electronic Publication: 2026 Jan 30.
Publication Type: Journal Article; Systematic Review; Meta-Analysis
Journal Info: Publisher: Country of Publication: Italy NLM ID: 101247119 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1699-3055 (Electronic) Linking ISSN: 1699048X NLM ISO Abbreviation: Clin Transl Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep learning for early diagnosis of uveal melanoma: a systematic review and meta-analysis.
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  Data: <searchLink fieldCode="AU" term="%22de+Moraes+FCA%22">de Moraes FCA</searchLink>; Department of Clinical and Toxicological Analyses, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil. francisco.cezar2205@gmail.com.<br /><searchLink fieldCode="AU" term="%22Matheus+GTFU%22">Matheus GTFU</searchLink>; Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Brito+Dichtl+ÍL%22">de Brito Dichtl ÍL</searchLink>; Federal University of Piauí, Teresina, Piauí, Brazil.<br /><searchLink fieldCode="AU" term="%22Kreuz+M%22">Kreuz M</searchLink>; Lutheran University of Brazil, Canoas, Rio Grande Do Sul, Brazil.<br /><searchLink fieldCode="AU" term="%22da+Silva+ER%22">da Silva ER</searchLink>; Department of Clinical and Toxicological Analyses, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Burbano+RMR%22">Burbano RMR</searchLink>; Human Cytogenetics Laboratory, Institute of Biological Sciences, Federal University of Pará, Belém, Pará, Brazil.
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  Data: <searchLink fieldCode="JN" term="%22101247119%22">Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico</searchLink> [Clin Transl Oncol] 2026 Jul; Vol. 28 (7), pp. 2854-2863. <i>Date of Electronic Publication: </i>2026 Jan 30.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22%22"> </searchLink><i>Country of Publication: </i>Italy <i>NLM ID: </i>101247119 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1699-3055 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221699048X%22">1699048X </searchLink><i>NLM ISO Abbreviation: </i>Clin Transl Oncol <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s12094-025-04187-3
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      – Code: eng
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      – TitleFull: Deep learning for early diagnosis of uveal melanoma: a systematic review and meta-analysis.
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              Text: 2026 Jul
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