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

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....

Full description

Saved in:
Bibliographic Details
Main Authors: Yan Zhang, Nan Wang, Yuxin Qiu, Yingxiao Jiang, Peiyan Qin, Xiaoxiao Wang, Yang Li, Xiangdi Meng, Furong Hao
Format: Article
Language:English
Published: BMC 2025-04-01
Series:World Journal of Surgical Oncology
Subjects:
Invasive micropapillary carcinoma
Breast cancer
Lymph node metastasis
Machine learning
Prediction model
Nomogram
Online Access:https://doi.org/10.1186/s12957-025-03807-0
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s12957-025-03807-0

Similar Items