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A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia.

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Title: A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia.
Authors: Shephard AJ; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., Bashir RMS; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., Mahmood H; School of Clinical Dentistry, University of Sheffield, Sheffield, UK., Jahanifar M; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., Minhas F; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., Raza SEA; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK., 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: NPJ precision oncology [NPJ Precis Oncol] 2024 Jun 28; Vol. 8 (1), pp. 137. Date of Electronic Publication: 2024 Jun 28.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101708166 Publication Model: Electronic Cited Medium: Print ISSN: 2397-768X (Print) Linking ISSN: 2397768X NLM ISO Abbreviation: NPJ Precis Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia.
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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="%22Bashir+RMS%22">Bashir RMS</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="%22Jahanifar+M%22">Jahanifar M</searchLink>; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK.<br /><searchLink fieldCode="AU" term="%22Minhas+F%22">Minhas F</searchLink>; Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, 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="%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="%22101708166%22">NPJ precision oncology</searchLink> [NPJ Precis Oncol] 2024 Jun 28; Vol. 8 (1), pp. 137. <i>Date of Electronic Publication: </i>2024 Jun 28.
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