FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281956106> ?p ?o ?g. }

• W4281956106 endingPage "1642" @default.
• W4281956106 startingPage "1624" @default.
• W4281956106 abstract "Purpose Undersampling is used to reduce the scan time for high‐resolution three‐dimensional magnetic resonance imaging. In order to achieve better image quality and avoid manual parameter tuning, we propose a probabilistic Bayesian approach to recover map and phase images for quantitative susceptibility mapping (QSM), while allowing automatic parameter estimation from undersampled data. Theory Sparse prior on the wavelet coefficients of images is interpreted from a Bayesian perspective as sparsity‐promoting distribution. A novel nonlinear approximate message passing (AMP) framework that incorporates a mono‐exponential decay model is proposed. The parameters are treated as unknown variables and jointly estimated with image wavelet coefficients. Methods Undersampling takes place in the y‐z plane of k‐space according to the Poisson‐disk pattern. Retrospective undersampling is performed to evaluate the performances of different reconstruction approaches, prospective undersampling is performed to demonstrate the feasibility of undersampling in practice. Results The proposed AMP with parameter estimation (AMP‐PE) approach successfully recovers maps and phase images for QSM across various undersampling rates. It is more computationally efficient, and performs better than the state‐of‐the‐art ‐norm regularization (L1) approach in general, except a few cases where the L1 approach performs as well as AMP‐PE. Conclusion AMP‐PE achieves better performance by drawing information from both the sparse prior and the mono‐exponential decay model. It does not require parameter tuning, and works with a clinical, prospective undersampling scheme where parameter tuning is often impossible or difficult due to the lack of ground‐truth image." @default.
• W4281956106 created "2022-06-13" @default.
• W4281956106 creator A5031538608 @default.
• W4281956106 creator A5048100233 @default.
• W4281956106 creator A5074948475 @default.
• W4281956106 creator A5080612573 @default.
• W4281956106 date "2022-06-07" @default.
• W4281956106 modified "2023-10-15" @default.
• W4281956106 title "A probabilistic Bayesian approach to recover R2*$$ {R}_{2ast } $$ map and phase images for quantitative susceptibility mapping" @default.
• W4281956106 cites W1539800233 @default.
• W4281956106 cites W1965384704 @default.
• W4281956106 cites W1971580104 @default.
• W4281956106 cites W1973353981 @default.
• W4281956106 cites W1980606296 @default.
• W4281956106 cites W1981155372 @default.
• W4281956106 cites W1983432533 @default.
• W4281956106 cites W1986728683 @default.
• W4281956106 cites W1986837796 @default.
• W4281956106 cites W1987772002 @default.
• W4281956106 cites W2010611103 @default.
• W4281956106 cites W2011697680 @default.
• W4281956106 cites W2013136731 @default.
• W4281956106 cites W2026933032 @default.
• W4281956106 cites W2040787239 @default.
• W4281956106 cites W2050900769 @default.
• W4281956106 cites W2055285572 @default.
• W4281956106 cites W2062139540 @default.
• W4281956106 cites W2066633780 @default.
• W4281956106 cites W2082029531 @default.
• W4281956106 cites W2082914617 @default.
• W4281956106 cites W2100556411 @default.
• W4281956106 cites W2111388536 @default.
• W4281956106 cites W2112587190 @default.
• W4281956106 cites W2114339031 @default.
• W4281956106 cites W2117649283 @default.
• W4281956106 cites W2120332829 @default.
• W4281956106 cites W2131437781 @default.
• W4281956106 cites W2133154528 @default.
• W4281956106 cites W2135859872 @default.
• W4281956106 cites W2137813581 @default.
• W4281956106 cites W2142921985 @default.
• W4281956106 cites W2145096794 @default.
• W4281956106 cites W2150298956 @default.
• W4281956106 cites W2161269336 @default.
• W4281956106 cites W2164452299 @default.
• W4281956106 cites W2166670884 @default.
• W4281956106 cites W2168841206 @default.
• W4281956106 cites W2213612645 @default.
• W4281956106 cites W2297755274 @default.
• W4281956106 cites W2351832858 @default.
• W4281956106 cites W2468506054 @default.
• W4281956106 cites W2481342515 @default.
• W4281956106 cites W2665856277 @default.
• W4281956106 cites W2793389165 @default.
• W4281956106 cites W2808857353 @default.
• W4281956106 cites W2894077863 @default.
• W4281956106 cites W2962916614 @default.
• W4281956106 cites W2963103052 @default.
• W4281956106 cites W2963676935 @default.
• W4281956106 cites W2964296776 @default.
• W4281956106 cites W3016060865 @default.
• W4281956106 cites W3089779446 @default.
• W4281956106 cites W3091608947 @default.
• W4281956106 cites W3098848552 @default.
• W4281956106 cites W3100706365 @default.
• W4281956106 cites W3105033759 @default.
• W4281956106 cites W3106540953 @default.
• W4281956106 cites W4244146798 @default.
• W4281956106 cites W4249760698 @default.
• W4281956106 cites W4250955649 @default.
• W4281956106 cites W4255272544 @default.
• W4281956106 doi "https://doi.org/10.1002/mrm.29303" @default.
• W4281956106 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35672899" @default.
• W4281956106 hasPublicationYear "2022" @default.
• W4281956106 type Work @default.
• W4281956106 citedByCount "2" @default.
• W4281956106 countsByYear W42819561062023 @default.
• W4281956106 crossrefType "journal-article" @default.
• W4281956106 hasAuthorship W4281956106A5031538608 @default.
• W4281956106 hasAuthorship W4281956106A5048100233 @default.
• W4281956106 hasAuthorship W4281956106A5074948475 @default.
• W4281956106 hasAuthorship W4281956106A5080612573 @default.
• W4281956106 hasBestOaLocation W42819561062 @default.
• W4281956106 hasConcept C105795698 @default.
• W4281956106 hasConcept C107673813 @default.
• W4281956106 hasConcept C11413529 @default.
• W4281956106 hasConcept C124851039 @default.
• W4281956106 hasConcept C136536468 @default.
• W4281956106 hasConcept C153180895 @default.
• W4281956106 hasConcept C154945302 @default.
• W4281956106 hasConcept C177769412 @default.
• W4281956106 hasConcept C33923547 @default.
• W4281956106 hasConcept C41008148 @default.
• W4281956106 hasConcept C49781872 @default.
• W4281956106 hasConcept C49937458 @default.
• W4281956106 hasConcept C9810830 @default.
• W4281956106 hasConceptScore W4281956106C105795698 @default.
• W4281956106 hasConceptScore W4281956106C107673813 @default.

• next