{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T00:41:19Z","timestamp":1778805679032,"version":"3.51.4"},"reference-count":17,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T00:00:00Z","timestamp":1760659200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100007270","name":"University of Michigan","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007270","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Pathology Informatics"],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1016\/j.jpi.2025.100522","type":"journal-article","created":{"date-parts":[[2025,10,25]],"date-time":"2025-10-25T04:02:00Z","timestamp":1761364920000},"page":"100522","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"C","title":["Weakly supervised deep learning-based detection of serous tubal intraepithelial carcinoma in fallopian tubes"],"prefix":"10.1016","volume":"19","author":[{"given":"Andrew L.","family":"Valesano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephanie L.","family":"Skala","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mustafa","family":"Yousif","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"issue":"9","key":"10.1016\/j.jpi.2025.100522_bb0005","doi-asserted-by":"crossref","first-page":"972","DOI":"10.6004\/jnccn.2022.0047","article-title":"NCCN guidelines\u00ae insights: ovarian cancer, version 3.2022: featured updates to the NCCN guidelines","volume":"20","author":"Armstrong","year":"2022","journal-title":"J Natl Compr Cancer Netw"},{"issue":"1","key":"10.1016\/j.jpi.2025.100522_bb0010","first-page":"517","article-title":"Prognostically relevant gene signatures of high-grade serous ovarian carcinoma","volume":"123","author":"Verhaak","year":"2013","journal-title":"J Clin Invest"},{"issue":"7353","key":"10.1016\/j.jpi.2025.100522_bb0015","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1038\/nature10166","article-title":"Integrated genomic analyses of ovarian carcinoma","volume":"474","author":"Bell","year":"2011","journal-title":"Nature"},{"issue":"3","key":"10.1016\/j.jpi.2025.100522_bb0020","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1002\/path.3023","article-title":"TP53 mutations in serous tubal intraepithelial carcinoma and concurrent pelvic high-grade serous carcinoma\u2014evidence supporting the clonal relationship of the two lesions","volume":"226","author":"Kuhn","year":"2012","journal-title":"J Pathol"},{"issue":"1","key":"10.1016\/j.jpi.2025.100522_bb0025","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1002\/path.6322","article-title":"The genomic trajectory of ovarian high-grade serous carcinoma can be observed in STIC lesions","volume":"264","author":"Cheng","year":"2024","journal-title":"J Pathol"},{"issue":"1","key":"10.1016\/j.jpi.2025.100522_bb0030","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.ygyno.2017.04.015","article-title":"Frequency of \u201cincidental\u201d serous tubal intraepithelial carcinoma (STIC) in women without a history of or genetic risk factor for high-grade serous carcinoma: a six-year study","volume":"146","author":"Meserve","year":"2017","journal-title":"Gynecol Oncol"},{"issue":"5","key":"10.1016\/j.jpi.2025.100522_bb0035","doi-asserted-by":"crossref","first-page":"542","DOI":"10.1111\/his.14722","article-title":"Serous tubal intra-epithelial carcinoma: what do we really know at this point?","volume":"81","author":"Vang","year":"2022","journal-title":"Histopathology"},{"issue":"1","key":"10.1016\/j.jpi.2025.100522_bb0040","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1136\/ijgc-2019-000540","article-title":"Incidence of germline BRCA1\/2 mutations in women with tubo-ovarian high-grade serous carcinomas with and without serous tubal intra-epithelial carcinomas","volume":"30","author":"Dowson","year":"2020","journal-title":"Int J Gynecol Cancer"},{"issue":"3","key":"10.1016\/j.jpi.2025.100522_bb0045","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1097\/PGP.0b013e31823b8831","article-title":"Validation of an algorithm for the diagnosis of serous tubal intraepithelial carcinoma","volume":"31","author":"Vang","year":"2012","journal-title":"Int J Gynecol Pathol"},{"issue":"13","key":"10.1016\/j.jpi.2025.100522_bb0050","doi-asserted-by":"crossref","first-page":"1851","DOI":"10.1111\/1471-0528.17919","article-title":"Diagnosis and management of isolated serous tubal intraepithelial carcinoma: a qualitative focus group study","volume":"131","author":"Negri","year":"2024","journal-title":"BJOG Int J Obstet Gynaecol"},{"issue":"4","key":"10.1016\/j.jpi.2025.100522_bb0055","doi-asserted-by":"crossref","DOI":"10.1093\/jncics\/pky061","article-title":"Population frequency of serous tubal intraepithelial carcinoma (STIC) in clinical practice using SEE-Fim protocol","volume":"2","author":"Samimi","year":"2018","journal-title":"JNCI Cancer Spectr"},{"issue":"1","key":"10.1016\/j.jpi.2025.100522_bb0060","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s44294-024-00016-0","article-title":"Deep learning detects premalignant lesions in the fallopian tube","volume":"2","author":"Bogaerts","year":"2024","journal-title":"Npj Womens Health"},{"issue":"6","key":"10.1016\/j.jpi.2025.100522_bb0065","doi-asserted-by":"crossref","DOI":"10.1002\/2056-4538.70006","article-title":"Assessing the impact of deep-learning assistance on the histopathological diagnosis of serous tubal intraepithelial carcinoma (STIC) in fallopian tubes","volume":"10","author":"Bogaerts","year":"2024","journal-title":"J Pathol Clin Res"},{"key":"10.1016\/j.jpi.2025.100522_bb0070","first-page":"81","article-title":"Weakly-supervised deep learning models in computational pathology","author":"Augustine","year":"2022","journal-title":"eBioMedicine"},{"issue":"1","key":"10.1016\/j.jpi.2025.100522_bb0075","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1186\/s12859-024-05758-x","article-title":"Slideflow: deep learning for digital histopathology with real-time whole-slide visualization","volume":"25","author":"Dolezal","year":"2024","journal-title":"BMC Bioinformatics"},{"issue":"5","key":"10.1016\/j.jpi.2025.100522_bb0080","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/38.946629","article-title":"Color transfer between images","volume":"21","author":"Reinhard","year":"2001","journal-title":"IEEE Comput Graph Appl"},{"issue":"3","key":"10.1016\/j.jpi.2025.100522_bb0085","doi-asserted-by":"crossref","first-page":"850","DOI":"10.1038\/s41591-024-02857-3","article-title":"Towards a general-purpose foundation model for computational pathology","volume":"30","author":"Chen","year":"2024","journal-title":"Nat Med"}],"container-title":["Journal of Pathology Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2153353925001087?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2153353925001087?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T15:30:52Z","timestamp":1766158252000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2153353925001087"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":17,"alternative-id":["S2153353925001087"],"URL":"https:\/\/doi.org\/10.1016\/j.jpi.2025.100522","relation":{},"ISSN":["2153-3539"],"issn-type":[{"value":"2153-3539","type":"print"}],"subject":[],"published":{"date-parts":[[2025,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Weakly supervised deep learning-based detection of serous tubal intraepithelial carcinoma in fallopian tubes","name":"articletitle","label":"Article Title"},{"value":"Journal of Pathology Informatics","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jpi.2025.100522","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 The Author(s). Published by Elsevier Inc. on behalf of Association for Pathology Informatics.","name":"copyright","label":"Copyright"}],"article-number":"100522"}}