A Comparative Study of Deep Learning Dose Prediction Models for Cervical Cancer Volumetric Modulated Arc Therapy

Purpose: Deep learning (DL) is widely used in dose prediction for radiation oncology, multiple DL techniques comparison is often lacking in the literature. To compare the performance of 4 state-of-the-art DL models in predicting the voxel-level dose distribution for cervical cancer volumetric modula...

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Bibliographic Details
Main Authors: Zhe Wu PhD, Mujun Liu PhD, Ya Pang BS, Lihua Deng PhD, Yi Yang MS, Yi Wu PhD
Format: Article
Language:English
Published: SAGE Publishing 2024-04-01
Series:Technology in Cancer Research & Treatment
Online Access:https://doi.org/10.1177/15330338241242654