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Value of intra- and peritumoral ultrasound radiomics for predicting axillary lymph node burden in breast cancer.

1/5 보강
Frontiers in oncology 📖 저널 OA 100% 2021: 15/15 OA 2022: 98/98 OA 2023: 60/60 OA 2024: 189/189 OA 2025: 1004/1004 OA 2026: 620/620 OA 2021~2026 2025 Vol.15() p. 1674922
Retraction 확인
출처
PubMed DOI PMC

PICO 자동 추출 (휴리스틱, conf 2/4)

유사 논문
P · Population 대상 환자/모집단
Six machine-learning classifiers were trained on intratumoral features to identify the optimal algorithm.
I · Intervention 중재 / 시술
추출되지 않음
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
[DISCUSSION] A composite model integrating intratumoral and 3mm peritumoral ultrasound radiomic features with key clinical and imaging variables enables accurate, noninvasive preoperative prediction of ALN burden in breast cancer. This approach may serve as a valuable decision support tool to guide individualized surgical planning.

Hao MH, Zhang F, Zhang C, Shi N, Mu W

📖 무료 전문 🟢 PMC 전문 PMC12847015
PubMed ↗ DOI ↗ BibTeX ↓ RIS ↓

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