# 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

**Wikidata**: [openalex:W4296691843](https://www.wikidata.org/wiki/openalex:W4296691843)  
**Source**: https://4ort.xyz/entity/tvl1-impt-optimization-of-peak-to-valley-dose-ratio-via-joint-total-variation-and-l1-dose-regularization-for-spatially-f
