Analysis of HER2 Expression Changes from Breast Primary to Brain Metastases and the Impact of HER2-Low Expression on Overall Survival

Medicine, Neurosurgery, Oncology,
breast cancer   brain metastases   HER2 expression   survival analysis   noninvasive diagnostics  

HER2 Expression Dynamics in Breast Cancer Brain Metastases and Its Impact on Survival Background Breast cancer is one of the most common cancers among women worldwide, and brain metastases (BrMs) pose a significant challenge for patients. In recent years, with the prolonged survival of breast cancer patients, the incidence of brain metastases has g...

Multimodal Deep Learning Improves Recurrence Risk Prediction in Pediatric Low-Grade Gliomas

Information Science, Artificial Intelligence, Medicine, Neurology, Medical Imaging, Oncology,
pediatric low-grade gliomas   deep learning   postoperative recurrence prediction   multimodal model   magnetic resonance imaging   risk stratification   survival analysis  

Application of Deep Learning in Postoperative Recurrence Prediction for Pediatric Low-Grade Gliomas Background Pediatric Low-Grade Gliomas (PLGGs) are one of the most common types of brain tumors in children, accounting for 30%-50% of all central nervous system tumors in children. Although the prognosis of PLGGs is relatively favorable, the risk of...