Ji Zhang

To develop and validate an attention-based deep learning (DL) model to predict overall survival (OS) in patient with brain metastases (BM) using pre-treatment magnetic resonance image (MRI).

The purpose of this study is to utilize clinical pathological information and preoperative ultrasound images of breast cancer to predict the risk of brain metastasis by combining radiomics and deep learning.

Survival prediction based on radiomics and deep learning may aid treatment decision-making and follow-up management. This study aims to develop and validate an integrated model integrating multimodal imaging (MRI and CT), radiomics, and deep learning features...