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Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation.

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Title: Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation.
Authors: Shephard AJ; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., Mahmood H; School of Clinical Dentistry, University of Sheffield, Sheffield, UK., Raza SEA; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., Araújo ALD; Head and Neck Surgery Department and LIM 28, University of São Paulo Medical School, São Paulo, State of São Paulo, Brazil.; Hospital Israelita Albert Einstein, São Paulo, State of São Paulo, Brazil., Santos-Silva AR; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, State of São Paulo, Brazil., Lopes MA; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, State of São Paulo, Brazil., Vargas PA; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, State of São Paulo, Brazil., McCombe KD; Precision Medicine Centre, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK., Craig SG; Precision Medicine Centre, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK., James J; Precision Medicine Centre, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK., Brooks J; Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK., Nankivell P; Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK., Mehanna H; Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK., Khurram SA; School of Clinical Dentistry, University of Sheffield, Sheffield, UK., Rajpoot NM; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK. n.m.rajpoot@warwick.ac.uk.
Source: Communications medicine [Commun Med (Lond)] 2025 May 20; Vol. 5 (1), pp. 186. Date of Electronic Publication: 2025 May 20.
Publication Type: Journal Article
Journal Info: Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation.
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  Data: <searchLink fieldCode="AU" term="%22Shephard+AJ%22">Shephard AJ</searchLink>; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK.<br /><searchLink fieldCode="AU" term="%22Mahmood+H%22">Mahmood H</searchLink>; School of Clinical Dentistry, University of Sheffield, Sheffield, UK.<br /><searchLink fieldCode="AU" term="%22Raza+SEA%22">Raza SEA</searchLink>; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK.<br /><searchLink fieldCode="AU" term="%22Araújo+ALD%22">Araújo ALD</searchLink>; Head and Neck Surgery Department and LIM 28, University of São Paulo Medical School, São Paulo, State of São Paulo, Brazil.; Hospital Israelita Albert Einstein, São Paulo, State of São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Santos-Silva+AR%22">Santos-Silva AR</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, State of São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Lopes+MA%22">Lopes MA</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, State of São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Vargas+PA%22">Vargas PA</searchLink>; Faculdade de Odontologia de Piracicaba, Universidade Estadual de Campinas (FOP-UNICAMP), Piracicaba, State of São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22McCombe+KD%22">McCombe KD</searchLink>; Precision Medicine Centre, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK.<br /><searchLink fieldCode="AU" term="%22Craig+SG%22">Craig SG</searchLink>; Precision Medicine Centre, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK.<br /><searchLink fieldCode="AU" term="%22James+J%22">James J</searchLink>; Precision Medicine Centre, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK.<br /><searchLink fieldCode="AU" term="%22Brooks+J%22">Brooks J</searchLink>; Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Nankivell+P%22">Nankivell P</searchLink>; Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Mehanna+H%22">Mehanna H</searchLink>; Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Khurram+SA%22">Khurram SA</searchLink>; School of Clinical Dentistry, University of Sheffield, Sheffield, UK.<br /><searchLink fieldCode="AU" term="%22Rajpoot+NM%22">Rajpoot NM</searchLink>; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK. n.m.rajpoot@warwick.ac.uk.
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  Data: <searchLink fieldCode="JN" term="%229918250414506676%22">Communications medicine</searchLink> [Commun Med (Lond)] 2025 May 20; Vol. 5 (1), pp. 186. <i>Date of Electronic Publication: </i>2025 May 20.
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