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Artificial intelligence for multi-time-point arterial phase contrast-enhanced MRI profiling to predict prognosis after transarterial chemoembolization in hepatocellular carcinoma.

1/5 보강
La Radiologia medica 📖 저널 OA 31.5% 2022: 0/1 OA 2023: 0/1 OA 2024: 0/1 OA 2025: 5/13 OA 2026: 12/35 OA 2022~2026 2025 Vol.130(10) p. 1517-1539
Retraction 확인
출처
PubMed DOI PMC

PICO 자동 추출 (휴리스틱, conf 3/4)

유사 논문
P · Population 대상 환자/모집단
110 patients received TACE monotherapy, while the remaining 71 patients underwent TACE in combination with microwave ablation (MWA).
I · Intervention 중재 / 시술
TACE monotherapy, while the remaining 71 patients underwent TACE in combination with microwave ablation (MWA)
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
Additionally, GradCAM +  + visualizations highlighted critical regional features contributing to prognosis prediction, providing interpretability of the model. [CONCLUSION] ProgSwin-UNETR can well predict the various risk groups of HCC patients undergoing TACE therapy and can further be applied for personalized prediction.

Yao L, Adwan H, Bernatz S, Li H, Vogl TJ

📖 무료 전문 🟢 PMC 전문 PMC12546431
PubMed ↗ DOI ↗ BibTeX ↓ RIS ↓

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