Development and validation of a deep learning radiomics model based on ultrasound and clinical features to predict prognosis in elderly patients with advanced pancreatic cancer after HIFU therapy

Abstract Background This study aimed to construct an artificial intelligence model based on ultrasound radiomics and deep learning, integrating clinical features to develop a fusion model for individualized prediction of survival outcomes in elderly patients with advanced pancreatic cancer receiving...

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Detaylı Bibliyografya

Asıl Yazarlar:	Yumei Liu, Yongshuo Ji, Junqiu Zhu, Linglin Zhu, Yanfei Zhu, Hong Zhao, Zhijun Bao
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	BMC 2026-03-01
Seri Bilgileri:	BMC Gastroenterology
Konular:	Pancreatic cancer HIFU Prognosis Deep learning Radiomics Ultrasonography
Online Erişim:	https://doi.org/10.1186/s12876-026-04716-6
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