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Artificial neural network-assisted prediction of radiobiological indices in head and neck cancer

Background and purposeWe proposed an artificial neural network model to predict radiobiological parameters for the head and neck squamous cell carcinoma patients treated with radiation therapy. The model uses the tumor specification, demographics, and radiation dose distribution to predict the tumor...

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Автори: Saad Bin Saeed Ahmed, Shahzaib Naeem, Agha Muhammad Hammad Khan, Bilal Mazhar Qureshi, Amjad Hussain, Bulent Aydogan, Wazir Muhammad
Формат: Artigo
Мова:Inglês
Опубліковано: Frontiers Media S.A. 2024-04-01
Серія:Frontiers in Artificial Intelligence
Предмети:
tumor control probability
normal tissue complication probability
head and neck cancer
artificial neural network
radiation therapy
Онлайн доступ:https://www.frontiersin.org/articles/10.3389/frai.2024.1329737/full
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