Backpropagation Neural Network Implementation in Volumetric Modulated Arch Therapy of Brain Cancer Dose Prediction

Backpropagation Neural Network Implementation in Volumetric Modulated Arch Therapy of Brain Cancer Dose Prediction

Introduction: The quality of volumetric modulated arc therapy (VMAT) planning is highly subjective and varies due to differences in planner’s experience. This process is time-consuming and involves multiple iterations to achieve clinical goals. Recent advancements in artificial intelligence (AI) off...

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Bibliographic Details
Main Authors: Nafisa Imtiyaziffati Rasoma Muliarso, Prawito Prajitno, Dewa Ngurah Yudhi Prasada, Aloysius Putranto, Muhammad Fadli, Dwi Seno Kuncoro Sihono
Format: Article
Language:English
Published: Mashhad University of Medical Sciences 2025-04-01
Series:Iranian Journal of Medical Physics
Subjects:
artificial intelligence
volumetric modulated arc therapy
neural network
radiomics
Online Access:https://ijmp.mums.ac.ir/article_26372_8492b387e0865fa7040a09dfbc12f699.pdf
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https://ijmp.mums.ac.ir/article_26372_8492b387e0865fa7040a09dfbc12f699.pdf

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