Matches in SemOpenAlex for { <https://semopenalex.org/work/W2996566216> ?p ?o ?g. }
- W2996566216 endingPage "103" @default.
- W2996566216 startingPage "92" @default.
- W2996566216 abstract "ABSTRACT The aim of this work is to generate synthetic computed tomography (sCT) images from multi-sequence magnetic resonance (MR) images using an adversarial network and to assess the feasibility of sCT-based treatment planning for brain radiotherapy. Datasets for 15 patients with glioblastoma were selected and 580 pairs of CT and MR images were used. T1-weighted, T2-weighted and fluid-attenuated inversion recovery MR sequences were combined to create a three-channel image as input data. A conditional generative adversarial network (cGAN) was trained using image patches. The image quality was evaluated using voxel-wise mean absolute errors (MAEs) of the CT number. For the dosimetric evaluation, 3D conformal radiotherapy (3D-CRT) and volumetric modulated arc therapy (VMAT) plans were generated using the original CT set and recalculated using the sCT images. The isocenter dose and dose–volume parameters were compared for 3D-CRT and VMAT plans, respectively. The equivalent path length was also compared. The mean MAEs for the whole body, soft tissue and bone region were 108.1 ± 24.0, 38.9 ± 10.7 and 366.2 ± 62.0 hounsfield unit, respectively. The dosimetric evaluation revealed no significant difference in the isocenter dose for 3D-CRT plans. The differences in the dose received by 2% of the volume (D2%), D50% and D98% relative to the prescribed dose were <1.0%. The overall equivalent path length was shorter than that for real CT by 0.6 ± 1.9 mm. A treatment planning study using generated sCT detected only small, clinically negligible differences. These findings demonstrated the feasibility of generating sCT images for MR-only radiotherapy from multi-sequence MR images using cGAN." @default.
- W2996566216 created "2019-12-26" @default.
- W2996566216 creator A5000243750 @default.
- W2996566216 creator A5004656837 @default.
- W2996566216 creator A5016405761 @default.
- W2996566216 creator A5020311322 @default.
- W2996566216 creator A5024842874 @default.
- W2996566216 creator A5033330973 @default.
- W2996566216 creator A5051543374 @default.
- W2996566216 creator A5061346202 @default.
- W2996566216 creator A5084361495 @default.
- W2996566216 creator A5085915789 @default.
- W2996566216 date "2019-12-10" @default.
- W2996566216 modified "2023-10-10" @default.
- W2996566216 title "Feasibility of synthetic computed tomography generated with an adversarial network for multi-sequence magnetic resonance-based brain radiotherapy" @default.
- W2996566216 cites W1677182931 @default.
- W2996566216 cites W1822713087 @default.
- W2996566216 cites W1967121735 @default.
- W2996566216 cites W1969750491 @default.
- W2996566216 cites W1982095138 @default.
- W2996566216 cites W2005508273 @default.
- W2996566216 cites W2007234908 @default.
- W2996566216 cites W2021177063 @default.
- W2996566216 cites W2028973886 @default.
- W2996566216 cites W2035397698 @default.
- W2996566216 cites W2067215582 @default.
- W2996566216 cites W2070935120 @default.
- W2996566216 cites W2074054457 @default.
- W2996566216 cites W2080546786 @default.
- W2996566216 cites W2080858163 @default.
- W2996566216 cites W2083927153 @default.
- W2996566216 cites W2086284908 @default.
- W2996566216 cites W2096305085 @default.
- W2996566216 cites W2117340355 @default.
- W2996566216 cites W2133059825 @default.
- W2996566216 cites W2136885990 @default.
- W2996566216 cites W2154346707 @default.
- W2996566216 cites W2157025461 @default.
- W2996566216 cites W2159037096 @default.
- W2996566216 cites W2162246940 @default.
- W2996566216 cites W2166485554 @default.
- W2996566216 cites W2171644025 @default.
- W2996566216 cites W2180159683 @default.
- W2996566216 cites W2228626376 @default.
- W2996566216 cites W2415480814 @default.
- W2996566216 cites W2493869572 @default.
- W2996566216 cites W2567079332 @default.
- W2996566216 cites W2591855782 @default.
- W2996566216 cites W2604802653 @default.
- W2996566216 cites W2771678676 @default.
- W2996566216 cites W2805992239 @default.
- W2996566216 cites W2808312419 @default.
- W2996566216 cites W2890645020 @default.
- W2996566216 cites W2890756907 @default.
- W2996566216 cites W2896483746 @default.
- W2996566216 cites W2945263066 @default.
- W2996566216 cites W3101123465 @default.
- W2996566216 cites W3102986501 @default.
- W2996566216 cites W4251989766 @default.
- W2996566216 doi "https://doi.org/10.1093/jrr/rrz063" @default.
- W2996566216 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6976735" @default.
- W2996566216 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31822894" @default.
- W2996566216 hasPublicationYear "2019" @default.
- W2996566216 type Work @default.
- W2996566216 sameAs 2996566216 @default.
- W2996566216 citedByCount "33" @default.
- W2996566216 countsByYear W29965662162020 @default.
- W2996566216 countsByYear W29965662162021 @default.
- W2996566216 countsByYear W29965662162022 @default.
- W2996566216 countsByYear W29965662162023 @default.
- W2996566216 crossrefType "journal-article" @default.
- W2996566216 hasAuthorship W2996566216A5000243750 @default.
- W2996566216 hasAuthorship W2996566216A5004656837 @default.
- W2996566216 hasAuthorship W2996566216A5016405761 @default.
- W2996566216 hasAuthorship W2996566216A5020311322 @default.
- W2996566216 hasAuthorship W2996566216A5024842874 @default.
- W2996566216 hasAuthorship W2996566216A5033330973 @default.
- W2996566216 hasAuthorship W2996566216A5051543374 @default.
- W2996566216 hasAuthorship W2996566216A5061346202 @default.
- W2996566216 hasAuthorship W2996566216A5084361495 @default.
- W2996566216 hasAuthorship W2996566216A5085915789 @default.
- W2996566216 hasBestOaLocation W29965662161 @default.
- W2996566216 hasConcept C126838900 @default.
- W2996566216 hasConcept C143409427 @default.
- W2996566216 hasConcept C181401712 @default.
- W2996566216 hasConcept C187954543 @default.
- W2996566216 hasConcept C201645570 @default.
- W2996566216 hasConcept C2989005 @default.
- W2996566216 hasConcept C509974204 @default.
- W2996566216 hasConcept C54170458 @default.
- W2996566216 hasConcept C544519230 @default.
- W2996566216 hasConcept C71924100 @default.
- W2996566216 hasConceptScore W2996566216C126838900 @default.
- W2996566216 hasConceptScore W2996566216C143409427 @default.
- W2996566216 hasConceptScore W2996566216C181401712 @default.
- W2996566216 hasConceptScore W2996566216C187954543 @default.
- W2996566216 hasConceptScore W2996566216C201645570 @default.
- W2996566216 hasConceptScore W2996566216C2989005 @default.