Preoperative lymph node metastasis risk assessment in invasive micropapillary carcinoma of the breast: development of a machine learning-based predictive model with a web-based calculator

Abstract Background Invasive micropapillary carcinoma (IMPC) is a rare subtype of breast cancer characterized by a high risk of lymph node metastasis (LNM). The study aimed to identify predictors of LNM and to develop a machine learning (ML)-based risk prediction model for patients with breast IMPC....

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Päätekijät:	Yan Zhang, Nan Wang, Yuxin Qiu, Yingxiao Jiang, Peiyan Qin, Xiaoxiao Wang, Yang Li, Xiangdi Meng, Furong Hao
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	BMC 2025-04-01
Sarja:	World Journal of Surgical Oncology
Aiheet:	Invasive micropapillary carcinoma Breast cancer Lymph node metastasis Machine learning Prediction model Nomogram
Linkit:	https://doi.org/10.1186/s12957-025-03807-0
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