FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313379900> ?p ?o ?g. }

• W4313379900 endingPage "119842" @default.
• W4313379900 startingPage "119842" @default.
• W4313379900 abstract "Deep neural networks have demonstrated great potential in solving dipole inversion for Quantitative Susceptibility Mapping (QSM). However, the performances of most existing deep learning methods drastically degrade with mismatched sequence parameters such as acquisition orientation and spatial resolution. We propose an end-to-end AFfine Transformation Edited and Refined (AFTER) deep neural network for QSM, which is robust against arbitrary acquisition orientation and spatial resolution up to 0.6 mm isotropic at the finest. The AFTER-QSM neural network starts with a forward affine transformation layer, followed by a Unet for dipole inversion, then an inverse affine transformation layer, followed by a Residual Dense Network (RDN) for QSM refinement. Simulation and in-vivo experiments demonstrated that the proposed AFTER-QSM network architecture had excellent generalizability. It can successfully reconstruct susceptibility maps from highly oblique and anisotropic scans, leading to the best image quality assessments in simulation tests and suppressed streaking artifacts and noise levels for in-vivo experiments compared with other methods. Furthermore, ablation studies showed that the RDN refinement network significantly reduced image blurring and susceptibility underestimation due to affine transformations. In addition, the AFTER-QSM network substantially shortened the reconstruction time from minutes using conventional methods to only a few seconds." @default.
• W4313379900 created "2023-01-06" @default.
• W4313379900 creator A5038207720 @default.
• W4313379900 creator A5046861412 @default.
• W4313379900 creator A5060470951 @default.
• W4313379900 creator A5091455949 @default.
• W4313379900 date "2023-02-01" @default.
• W4313379900 modified "2023-09-28" @default.
• W4313379900 title "Affine transformation edited and refined deep neural network for quantitative susceptibility mapping" @default.
• W4313379900 cites W2051106809 @default.
• W4313379900 cites W2126681103 @default.
• W4313379900 cites W2131437781 @default.
• W4313379900 cites W2133901548 @default.
• W4313379900 cites W2152374117 @default.
• W4313379900 cites W2168290350 @default.
• W4313379900 cites W2207064121 @default.
• W4313379900 cites W2552765526 @default.
• W4313379900 cites W2789911804 @default.
• W4313379900 cites W2791695392 @default.
• W4313379900 cites W2808857353 @default.
• W4313379900 cites W2905578578 @default.
• W4313379900 cites W2929714440 @default.
• W4313379900 cites W2947723815 @default.
• W4313379900 cites W2966280437 @default.
• W4313379900 cites W2972425106 @default.
• W4313379900 cites W2990133153 @default.
• W4313379900 cites W3002894324 @default.
• W4313379900 cites W3005057770 @default.
• W4313379900 cites W3008668856 @default.
• W4313379900 cites W3046903459 @default.
• W4313379900 cites W3116759256 @default.
• W4313379900 cites W3149829105 @default.
• W4313379900 cites W3177540801 @default.
• W4313379900 cites W4280550184 @default.
• W4313379900 cites W4283327905 @default.
• W4313379900 cites W4288045186 @default.
• W4313379900 cites W4361867049 @default.
• W4313379900 doi "https://doi.org/10.1016/j.neuroimage.2022.119842" @default.
• W4313379900 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36586542" @default.
• W4313379900 hasPublicationYear "2023" @default.
• W4313379900 type Work @default.
• W4313379900 citedByCount "0" @default.
• W4313379900 crossrefType "journal-article" @default.
• W4313379900 hasAuthorship W4313379900A5038207720 @default.
• W4313379900 hasAuthorship W4313379900A5046861412 @default.
• W4313379900 hasAuthorship W4313379900A5060470951 @default.
• W4313379900 hasAuthorship W4313379900A5091455949 @default.
• W4313379900 hasBestOaLocation W43133799001 @default.
• W4313379900 hasConcept C104317684 @default.
• W4313379900 hasConcept C108583219 @default.
• W4313379900 hasConcept C11413529 @default.
• W4313379900 hasConcept C120665830 @default.
• W4313379900 hasConcept C121332964 @default.
• W4313379900 hasConcept C126838900 @default.
• W4313379900 hasConcept C143409427 @default.
• W4313379900 hasConcept C153180895 @default.
• W4313379900 hasConcept C154945302 @default.
• W4313379900 hasConcept C185592680 @default.
• W4313379900 hasConcept C204241405 @default.
• W4313379900 hasConcept C2524010 @default.
• W4313379900 hasConcept C29022207 @default.
• W4313379900 hasConcept C31972630 @default.
• W4313379900 hasConcept C33600429 @default.
• W4313379900 hasConcept C33923547 @default.
• W4313379900 hasConcept C41008148 @default.
• W4313379900 hasConcept C50644808 @default.
• W4313379900 hasConcept C55493867 @default.
• W4313379900 hasConcept C71924100 @default.
• W4313379900 hasConcept C92757383 @default.
• W4313379900 hasConceptScore W4313379900C104317684 @default.
• W4313379900 hasConceptScore W4313379900C108583219 @default.
• W4313379900 hasConceptScore W4313379900C11413529 @default.
• W4313379900 hasConceptScore W4313379900C120665830 @default.
• W4313379900 hasConceptScore W4313379900C121332964 @default.
• W4313379900 hasConceptScore W4313379900C126838900 @default.
• W4313379900 hasConceptScore W4313379900C143409427 @default.
• W4313379900 hasConceptScore W4313379900C153180895 @default.
• W4313379900 hasConceptScore W4313379900C154945302 @default.
• W4313379900 hasConceptScore W4313379900C185592680 @default.
• W4313379900 hasConceptScore W4313379900C204241405 @default.
• W4313379900 hasConceptScore W4313379900C2524010 @default.
• W4313379900 hasConceptScore W4313379900C29022207 @default.
• W4313379900 hasConceptScore W4313379900C31972630 @default.
• W4313379900 hasConceptScore W4313379900C33600429 @default.
• W4313379900 hasConceptScore W4313379900C33923547 @default.
• W4313379900 hasConceptScore W4313379900C41008148 @default.
• W4313379900 hasConceptScore W4313379900C50644808 @default.
• W4313379900 hasConceptScore W4313379900C55493867 @default.
• W4313379900 hasConceptScore W4313379900C71924100 @default.
• W4313379900 hasConceptScore W4313379900C92757383 @default.
• W4313379900 hasLocation W43133799001 @default.
• W4313379900 hasLocation W43133799002 @default.
• W4313379900 hasLocation W43133799003 @default.
• W4313379900 hasOpenAccess W4313379900 @default.
• W4313379900 hasPrimaryLocation W43133799001 @default.
• W4313379900 hasRelatedWork W1841022102 @default.
• W4313379900 hasRelatedWork W1920998196 @default.
• W4313379900 hasRelatedWork W2024152175 @default.

• next