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AI-algorithm training and validation for identification of endometrial CD138+ cells in infertility-associated conditions; polycystic ovary syndrome (PCOS) and recurrent implantation failure (RIF)

Background: Endometrial CD138+ plasma cells serve as a diagnostic biomarker for endometrial inflammation, and their elevated occurrence correlates positively with adverse pregnancy outcomes. Infertility-related conditions like polycystic ovary syndrome (PCOS) and recurrent implantation failure (RIF)...

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Principais autores: Seungbaek Lee, Riikka K. Arffman, Elina K. Komsi, Outi Lindgren, Janette A. Kemppainen, Hanna Metsola, Henna-Riikka Rossi, Anne Ahtikoski, Keiu Kask, Merli Saare, Andres Salumets, Terhi T. Piltonen
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2024-12-01
coleção:Journal of Pathology Informatics
Assuntos:
Artificial intelligence
CD138
Chronic endometritis
Polycystic ovary syndrome
Recurrent implantation failure
Computational histology
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2153353924000191
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