December 4, 2025Future Oncology

A deep learning radiomics model for predicting non-sentinel lymph node metastases in early-stage breast cancer patients

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Analysis shows deep learning radiomics model predicts metastases in early-stage breast cancer, suggesting potential for improved patient outcomes.

The model effectively predicts non-sentinel lymph node metastases in early-stage breast cancer.
It shows a strong correlation with 1-2 positive sentinel lymph node metastases observed in patients.
Observational analysis using a deep learning radiomics model revealed significant predictive capabilities.
This technique may enable better treatment strategies for patients with early-stage breast cancer.

Miao et al. (2025) studied this question.

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Analysis shows deep learning radiomics model predicts metastases in early-stage breast cancer, suggesting potential for improved patient outcomes.