The American journal of surgical pathologyHumansFemaleOvarian NeoplasmsDeep LearningRetrospective Studies
Performance Assessment of a Deep Learning-based Algorithm for Ovarian Cancer Histotyping in an Independent Data Set.
Hein S Zelisse, Maryam Asadi-Aghbolaghi, Hossein Farahani, Malou L H Snijders, Gerrit K J Hooijer, Constantijne H Mom, Mignon D J M van Gent, Frederike Dijk, Hugo M Horlings, Marc J van de Vijver, Ali Bashashati
Published: 202610.1097/PAS.0000000000002481
Abstract
Artificial intelligence diagnostic tools show promise for improving histotype classification in epithelial ovarian cancer but face challenges due to slide variability across institutions. To address this domain shift, the adversarial Fourier-based do…
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