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TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy
Research article (International Journal of Radiation Oncology*Biology*Physics, 2022) · cited 29× · AI/ML
TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy
Summary
TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy is a scholarly article[1].
Key Facts
TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy's instance of is recorded as scholarly article[2].
References
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APA4ort.xyz Knowledge Graph. (2026). TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy. Retrieved May 24, 2026, from https://4ort.xyz/entity/tvl1-impt-optimization-of-peak-to-valley-dose-ratio-via-joint-total-variation-and-l1-dose-regularization-for-spatially-f
MLA“TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/tvl1-impt-optimization-of-peak-to-valley-dose-ratio-via-joint-total-variation-and-l1-dose-regularization-for-spatially-f.
BibTeX@misc{4ortxyz_tvl1-impt-optimization-of-peak-to-valley-dose-ratio-via-joint-total-variation-and-l1-dose-regularization-for-spatially-f_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy}}, year = {2026}, url = {https://4ort.xyz/entity/tvl1-impt-optimization-of-peak-to-valley-dose-ratio-via-joint-total-variation-and-l1-dose-regularization-for-spatially-f}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): TVL1-IMPT: Optimization of Peak-to-Valley Dose Ratio Via Joint Total-Variation and L1 Dose Regularization for Spatially Fractionated Pencil-Beam-Scanning Proton Therapy — https://4ort.xyz/entity/tvl1-impt-optimization-of-peak-to-valley-dose-ratio-via-joint-total-variation-and-l1-dose-regularization-for-spatially-f (retrieved 2026-05-24)
