Purpose: To develop a radiomics signature based on preoperative MRI to estimate disease-
free survival (DFS) in patients with invasive breast cancer and to establish a radiomics …

Background Accurate prediction of recurrence is crucial for personalized treatment in breast
cancer, and whether the radiomics features of ultrasound (US) could be used to predict …

Importance Axillary lymph node metastasis (ALNM) status, typically estimated using an
invasive procedure with a high false-negative rate, strongly affects the prognosis of …

Rationale and Objectives This study aims to investigate the value of a magnetic resonance
imaging–based radiomics classifier for preoperatively predicting the Ki-67 status in patients …

Background This study investigated the efficacy of radiomics to predict survival outcome for
locally advanced breast cancer (LABC) patients and the association of radiomics with tumor …

Purpose To evaluate the value of multiparametric magnetic resonance imaging (MRI) in
pretreatment prediction of breast cancers insensitive to neoadjuvant chemotherapy (NAC) …

Objectives To develop and validate a multiparametric MRI-based radiomics nomogram for
pretreatment predicting the axillary sentinel lymph node (SLN) burden in early-stage breast …

Background The hypothesis of this study was that MRI-based radiomics has the ability to
predict recurrence-free survival “early on” in breast cancer neoadjuvant chemotherapy …

Rationale and Objectives There are limited data on pretreatment imaging features that can
predict response to neoadjuvant chemotherapy (NAC). To extract volumetric pretreatment …

Background Recently, radiomics has emerged as a non-invasive, imaging-based tissue
characterization method in multiple cancer types. One limitation for robust and reproducible …