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A CT-based deep learning approach to differentiate multiple primary lung cancers, metastases, and benign nodules.

1/5 보강
BMC cancer 📖 저널 OA 96.1% 2021: 2/2 OA 2022: 11/11 OA 2023: 13/13 OA 2024: 64/64 OA 2025: 434/434 OA 2026: 273/306 OA 2021~2026 2026 Vol.26(1) p. 177
Retraction 확인
출처

PICO 자동 추출 (휴리스틱, conf 3/4)

유사 논문
P · Population 대상 환자/모집단
260 patients (MPLC = 83, IPM = 81, MBPL = 96; 881 axial CT slices).
I · Intervention 중재 / 시술
stratified five-fold cross-validation
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
This automated approach could reduce diagnostic uncertainty, minimize unnecessary invasive procedures, and facilitate timely, personalized treatment decisions for patients with multiple lung lesions. Future studies should focus on validating the model on larger, multicenter datasets and enhancing its discriminatory capacity between MPLC and IPM.

Liufu Y, Su R, Wen Y, Guan Y, Mahmoud MA


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