{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,9]],"date-time":"2026-09-09T03:54:25Z","timestamp":1788926065741,"version":"build-2803163510"},"reference-count":14,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["clinicalkey.es","elsevier.es","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Revista Espa\u00f1ola de Patolog\u00eda"],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1016\/j.patol.2026.100869","type":"journal-article","created":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T16:03:05Z","timestamp":1774972985000},"page":"100869","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":2,"title":["Development and validation of a CNN model for grading oral epithelial dysplasia"],"prefix":"10.1016","volume":"59","author":[{"given":"Chetan","family":"Belaldavar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Punnya V.","family":"Angadi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Uma","family":"Mudenagudi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ujwala","family":"Patil","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ramesh Ashok","family":"Tabib","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.patol.2026.100869_bib0075","doi-asserted-by":"crossref","first-page":"833","DOI":"10.13005\/bpj\/1012","article-title":"Grading of oral epithelial dysplasia \u2013 a review","volume":"9","author":"Masthan","year":"2016","journal-title":"Biomed Pharmacol J"},{"key":"10.1016\/j.patol.2026.100869_bib0080","doi-asserted-by":"crossref","first-page":"1947","DOI":"10.1111\/odi.13993","article-title":"Oral epithelial dysplasia: recognition, grading and clinical significance","volume":"27","author":"Odell","year":"2021","journal-title":"Oral Dis"},{"key":"10.1016\/j.patol.2026.100869_bib0085","first-page":"107","article-title":"Dysplasia in oral cavity: a review","volume":"2","author":"Jain","year":"2016","journal-title":"Int J Oral Health Med Res"},{"key":"10.1016\/j.patol.2026.100869_bib0090","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1007\/s12105-021-01402-9","article-title":"Update from the 5th edition of the world health organization classification of head & neck tumors: tumours of the oral cavity and mobile tongue","volume":"16","author":"Muller","year":"2022","journal-title":"Head Neck Pathol"},{"key":"10.1016\/j.patol.2026.100869_bib0095","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1186\/s12903-024-04191-z","article-title":"Oral epithelial dysplasia detection and grading in oral leukoplakia using deep learning","volume":"24","author":"Peng","year":"2024","journal-title":"BMC Oral Health"},{"key":"10.1016\/j.patol.2026.100869_bib0100","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1111\/his.15067","article-title":"Diagnosis with confidence: deep learning for reliable classification of laryngeal dysplasia","volume":"84","author":"Lubrano","year":"2024","journal-title":"Histopathology"},{"key":"10.1016\/j.patol.2026.100869_bib0105","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1111\/joim.13030","article-title":"Artificial intelligence as the next step towards precision pathology","volume":"288","author":"Acs","year":"2020","journal-title":"J Intern Med"},{"key":"10.1016\/j.patol.2026.100869_bib0110","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1111\/jop.13042","article-title":"The use of artificial intelligence, machine learning and deep learning in oncologic histopathology","volume":"49","author":"Sultan","year":"2020","journal-title":"J Oral Pathol Med"},{"key":"10.1016\/j.patol.2026.100869_bib0115","doi-asserted-by":"crossref","first-page":"640","DOI":"10.1089\/ten.tea.2024.0096","article-title":"Artificial intelligence applications in oral cancer and oral dysplasia","volume":"30","author":"Viet","year":"2024","journal-title":"Tissue Eng Part A"},{"key":"10.1016\/j.patol.2026.100869_bib0120","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4132\/jptm.2018.12.16","article-title":"Artificial intelligence in pathology","volume":"53","author":"Chang","year":"2019","journal-title":"J Pathol Transl Med"},{"key":"10.1016\/j.patol.2026.100869_bib0125","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1038\/s41698-024-00624-8","article-title":"A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia","volume":"8","author":"Shephard","year":"2024","journal-title":"NPJ Precis Oncol"},{"key":"10.1016\/j.patol.2026.100869_bib0130","series-title":"Development and Validation of an Artificial Intelligence-based Pipeline for Predicting Oral Epithelial Dysplasia Malignant Transformation","author":"Shephard","year":"2024"},{"key":"10.1016\/j.patol.2026.100869_bib0135","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1007\/s12105-024-01643-4","article-title":"An update on the use of artificial intelligence in digital pathology for oral epithelial dysplasia research","volume":"18","author":"Alajaji","year":"2024","journal-title":"Head Neck Pathol"},{"key":"10.1016\/j.patol.2026.100869_bib0140","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1186\/s13000-023-01380-2","article-title":"The value of deep neural networks in the pathological classification of thyroid tumors","volume":"18","author":"Deng","year":"2023","journal-title":"Diagn Pathol"}],"container-title":["Revista Espa\u00f1ola de Patolog\u00eda"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1699885526000140?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1699885526000140?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T15:31:49Z","timestamp":1776871909000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1699885526000140"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":14,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2026,4]]}},"alternative-id":["S1699885526000140"],"URL":"https:\/\/doi.org\/10.1016\/j.patol.2026.100869","relation":{},"ISSN":["1699-8855"],"issn-type":[{"value":"1699-8855","type":"print"}],"subject":[],"published":{"date-parts":[[2026,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Development and validation of a CNN model for grading oral epithelial dysplasia","name":"articletitle","label":"Article Title"},{"value":"Revista Espa\u00f1ola de Patolog\u00eda","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.patol.2026.100869","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Sociedad Espa\u00f1ola de Anatom\u00eda Patol\u00f3gica. Published by Elsevier Espa\u00f1a, S.L.U. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"100869"}}