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September 17, 2025Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

Radiomic Analysis of Pretreatment DCE-MRI and ADC for Predicting Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer

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Authors

XTXuetong TaoTLTing LiangLWLiwen Wan

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Overview

Retrospective study evaluates DCE-MRI and ADC for predicting neoadjuvant chemotherapy response in breast cancer, indicating improved patient outcomes.

Key Points

  • Combining DCE-MRI and ADC enhances predictive accuracy of chemotherapy response in breast cancer.
  • Independent analysis of DCE-MRI and ADC provided valuable insights, with model performance further improved by clinical factors.
  • Retrospective study utilized feature selection and multivariate logistic regression to evaluate predictive capabilities.
  • Integrating clinical factors with radiomic features suggests a promising non-invasive method for personalized treatment planning.

Cite This Study

Tao et al. (2025) studied this question.

synapsesocial.com/papers/68d45b1b31b076d99fa5d53dhttps://doi.org/10.58530/2025/1419
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