Machine learning for the prediction of three-year survival in locally advanced breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound imaging

Michael C. Kolios
Scientific Reports, Published online: 05 May 2026; doi:10.1038/s41598-026-51550-7 Machine learning for the prediction of three-year survival in locally advanced breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound imaging