e-ISSN: Pending
Negative / Null Result ReportPhysics and Astronomy· cited by 362

Automatic treatment planning based on three‐dimensional dose distribution predicted from deep learning technique

Jiawei Fan; Jiazhou Wang; Zhi Chen; Chaosu Hu; Zhen Zhang; Weigang Hu · 2018 · Medical Physics

WASTE classifies this as Negative / Null Result Report · AI classification, approximate

The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract (excerpt)

Purpose To develop an automated treatment planning strategy for external beam intensity‐modulated radiation therapy ( IMRT ), including a deep learning‐based three‐dimensional (3D) dose prediction and a dose distribution‐based plan…

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Metadata source: OpenAlex · DOI 10.1002/mp.13271