Neural network dose models for knowledge-based planning in pancreatic SBRT

Stereotactic body radiation therapy (SBRT) for pancreatic cancer requires a skillful approach to deliver ablative doses to the tumor while limiting dose to the highly sensitive duodenum, stomach, and small bowel. Here, we develop knowledge-based artificial neural network dose models (ANN-DMs) to pre...

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Veröffentlicht in:	arXiv.org 2017-10
Hauptverfasser:	Campbell, Warren G, Miften, Moyed, Olsen, Lindsey, Stumpf, Priscilla, Schefter, Tracey, Goodman, Karyn A, Jones, Bernard L
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Artificial neural networks Histograms Knowledge base Knowledge management Mathematical models Neural networks Parameters Physicians Physics - Medical Physics Radiation therapy Stomach
Online-Zugang:	Volltext
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