News Medical

Machine learning model predicts CDK4/6 inhibitor effectiveness in metastatic breast cancer

A machine learning (ML) model incorporating both clinical and genomic factors outperformed models based solely on either clinical or genomic data in predicting which patients with hormone receptor (HR ...
Medical Xpress

The four types of systemic therapy for breast cancer

Treatment for breast cancer can come in many forms. In addition to surgery to remove cancerous tissue and radiation therapy, breast cancer is also commonly treated with drugs that are taken orally or ...
ascopubs.org

Impact of Tumor Location on Predicting Early-Stage Breast Cancer Patient Survivability Using Explainable Machine Learning Models

Using Real-World Data for Machine-Learning Algorithms to Predict the Treatment Response in Advanced Melanoma: A Pilot Study for Personalizing Cancer Care This study aims to investigate the impact of ...
EurekAlert!

An interpretable machine learning model for predicting 5‐year survival in breast cancer based on integration of proteomics and clinical data

n this study, 773 untreated breast cancer patients from all over China were collected and followed up for at least 5 years. We obtained clinical data from 773 cases, RNA sequencing data from 752 cases ...