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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Bo-Hua Wan

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Open access Sep 2026

Deep learning prediction of radiation-induced xerostomia and personalized outcome-driven treatment planning in head and neck cancer

The proposed atlas-normalized model achieved robust discrimination, and a 9-case plan-refinement analysis showed that CAM- and GM-derived spatial information could be translated into clinically constrained avoidance objectives that reduced the model-predicted RIX probability while preserving specified target and organs...

Bo-Hua Wan, T. McNutt, Harry Quon et al. · 0 citations
Open access Sep 2026

Deep learning prediction of radiation-induced xerostomia and personalized outcome-driven treatment planning in head and neck cancer

Objective. Radiation therapy (RT) is critical in head and neck cancer (HNC) treatment but often causes radiation-induced toxicities, such as xerostomia (RIX). While deep learning (DL)-based models show promise in predicting these toxicities, their black-box nature hinders clinical applications. This study aims to devel...

Bo-Hua Wan, T. McNutt, Harry Quon et al. · 0 citations

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