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Shishen Ding

Liuzhou General Hospital

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AUG 14, 2026 · JOURNAL ARTICLE

Incremental Value of Synthetic MRI Radiomics in Predicting Neoadjuvant Response in Human Epidermal Growth Factor Receptor 2–Positive Breast Cancer

Radiology Imaging Cancer

Single-centre retrospective radiomics study with surrogate endpoint (pathologic complete response) and no prospective validation; promising methodology but limited generalizability and unclear sample adequacy.

PreliminarySiyi Chen Radiomics and Machine Learning in Medical Imaging Bingjie Zheng

Study details

DesignRetrospective radiomics study

InterventionSynthetic MRI radiomics model

ComparatorTraditional radiomics models

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