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Machine learning prediction model for oral mucositis risk in head and neck radiotherapy: a preliminary study.

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Title: Machine learning prediction model for oral mucositis risk in head and neck radiotherapy: a preliminary study.
Authors: Kauark-Fontes E; Department of Propaedeutic and Integrated Clinic, Universidade Federal da Bahia (UFBA), Salvador, Bahia, Brazil. elisakauark@gmail.com., Araújo ALD; Head and Neck Surgery Department, Paulo Medical School (FMUSP), University of São, São Paulo, São Paulo, Brazil., Andrade DO; Department of Computer Science, Federal University of Bahia, Salvador, Brazil., Faria KM; Dental Oncology Service, Instituto Do Câncer Do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil., Prado-Ribeiro AC; Dental Oncology Service, Instituto Do Câncer Do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil., Laheij A; Department of Oral Medicine, Academic Center for Dentistry Amsterdam, University of Amsterdam and VU University Amsterdam, Amsterdam, Netherlands.; Department of Oral and Maxillofacial Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, the Netherlands., Rios RA; Department of Computer Science, Federal University of Bahia, Salvador, Brazil., Ramalho LMP; Department of Propaedeutic and Integrated Clinic, Universidade Federal da Bahia (UFBA), Salvador, Bahia, Brazil., Brandão TB; Dental Oncology Service, Instituto Do Câncer Do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil., Santos-Silva AR; Oral Diagnosis Department, Faculdade de Odontolodia de Piracicaba, Universidade de Campinas (UNICAMP), Piracicaba, São Paulo, Brazil.
Source: Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer [Support Care Cancer] 2025 Jan 14; Vol. 33 (2), pp. 96. Date of Electronic Publication: 2025 Jan 14.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9302957 Publication Model: Electronic Cited Medium: Internet ISSN: 1433-7339 (Electronic) Linking ISSN: 09414355 NLM ISO Abbreviation: Support Care Cancer Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning prediction model for oral mucositis risk in head and neck radiotherapy: a preliminary study.
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  Data: <searchLink fieldCode="AU" term="%22Kauark-Fontes+E%22">Kauark-Fontes E</searchLink>; Department of Propaedeutic and Integrated Clinic, Universidade Federal da Bahia (UFBA), Salvador, Bahia, Brazil. elisakauark@gmail.com.<br /><searchLink fieldCode="AU" term="%22Araújo+ALD%22">Araújo ALD</searchLink>; Head and Neck Surgery Department, Paulo Medical School (FMUSP), University of São, São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Andrade+DO%22">Andrade DO</searchLink>; Department of Computer Science, Federal University of Bahia, Salvador, Brazil.<br /><searchLink fieldCode="AU" term="%22Faria+KM%22">Faria KM</searchLink>; Dental Oncology Service, Instituto Do Câncer Do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Prado-Ribeiro+AC%22">Prado-Ribeiro AC</searchLink>; Dental Oncology Service, Instituto Do Câncer Do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Laheij+A%22">Laheij A</searchLink>; Department of Oral Medicine, Academic Center for Dentistry Amsterdam, University of Amsterdam and VU University Amsterdam, Amsterdam, Netherlands.; Department of Oral and Maxillofacial Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Rios+RA%22">Rios RA</searchLink>; Department of Computer Science, Federal University of Bahia, Salvador, Brazil.<br /><searchLink fieldCode="AU" term="%22Ramalho+LMP%22">Ramalho LMP</searchLink>; Department of Propaedeutic and Integrated Clinic, Universidade Federal da Bahia (UFBA), Salvador, Bahia, Brazil.<br /><searchLink fieldCode="AU" term="%22Brandão+TB%22">Brandão TB</searchLink>; Dental Oncology Service, Instituto Do Câncer Do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Santos-Silva+AR%22">Santos-Silva AR</searchLink>; Oral Diagnosis Department, Faculdade de Odontolodia de Piracicaba, Universidade de Campinas (UNICAMP), Piracicaba, São Paulo, Brazil.
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  Data: <searchLink fieldCode="JN" term="%229302957%22">Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer</searchLink> [Support Care Cancer] 2025 Jan 14; Vol. 33 (2), pp. 96. <i>Date of Electronic Publication: </i>2025 Jan 14.
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              Text: 2025 Jan 14
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