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VQ-DoseNet: A Vector Quantized Model for Stochastic Radiotherapy Dose Prediction

delete2026-05-05
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PRE
AI
D
Dong Bo Yang
Y
Yao Xu
Z
Zihan Sun
张
张臻 (Zhen Zhang)
W
Weigang Hu *
J
Jiazhou Wang *
DOI：10.1016/j.media.2026.104123delete
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Abstract

Abstract

En 中文
• Probabilistic Dose Variations: Captures variability, generating multiple plausible dose maps. • VQ-Based Anatomical Encoding: Improves accuracy using a VQ encoder for anatomical features. • Decoupled Encoding Strategy: Separately models anatomy and dose variability for detailed results.
Keywords:
Probabilistic Dose Variations
VQ-Based Anatomical Encoding
Decoupled Encoding Strategy
Stochastic Radiotherapy Dose Prediction

Journal

Medical Image Analysis cover
Medical Image Analysis
IF:
11.8
Papers:
3.7K
Citations:
2.4W

Organization

F
fudan university
Scholars:
11.3W
Papers: 7.6W
Citations: 121
Z
zhejiang university
Scholars:
17.0W
Papers: 11.9W
Citations: 152
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