A Few-Shot Learning Approach Assists in the Prognosis Prediction of Magnetic Resonance-Guided Focused Ultrasound for the Local Control of Bone Metastatic Lesions

A Few-Shot Learning Approach Assists in the Prognosis Prediction of Magnetic Resonance-Guided Focused Ultrasound for the Local Control of Bone Metastatic Lesions

Magnetic resonance-guided focused ultrasound surgery (MRgFUS) constitutes a noninvasive treatment strategy to ablate deep-seated bone metastases. However, limited evidence suggests that, although cytokines are influenced by thermal necrosis, there is still no cytokine threshold for clinical response...

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Bibliographic Details
Main Authors: Fang-Chi Hsu, Hsin-Lun Lee, Yin-Ju Chen, Yao-An Shen, Yi-Chieh Tsai, Meng-Huang Wu, Chia-Chun Kuo, Long-Sheng Lu, Shauh-Der Yeh, Wen-Sheng Huang, Chia-Ning Shen, Jeng-Fong Chiou
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Cancers
Subjects:
magnetic resonance-guided focused ultrasound surgery
machine learning
prognosis prediction
bone metastasis
HIFU
Online Access:https://www.mdpi.com/2072-6694/14/2/445

Internet

https://www.mdpi.com/2072-6694/14/2/445

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