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Author

T. Netherton

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Review Open access Sep 2026

An interactive virtual dosimetrist for adjusting radiotherapy dose quality

Background and Purpose: Effective education in radiotherapy plan quality review requires exposure to treatment plans of varying quality and opportunities for plan improvements. However, the current clinic-based paradigm does not fully support these needs. Trainees often review limited numbers of diverse treatment plans...

S. Gay, T. Netherton, Barbara Marquez et al. · 0 citations
Sep 2026

FPGL: A meta-learned implicit neural representation framework for medical image segmentation.

Modern state-of-the-art deep learning architectures for medical image segmentation rely strictly on feed-forward passes over dense pixel/voxel grids, which scale poorly to large signals. Implicit neural representations (INRs) offer a lightweight, continuous alternative to raw grids, but are traditionally signal-specifi...

Kushal Vyas, Daniel Kim, T. Netherton et al. · 0 citations

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