FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2923399080> ?p ?o ?g. }

• W2923399080 abstract "Quantitative magnetic resonance imaging (qMRI) is concerned with estimating (in physical units) values of magnetic and tissue parameters e.g., relaxation times $T_1$, $T_2$, or proton density $rho$. Recently in [Ma et al., Nature, 2013], Magnetic Resonance Fingerprinting (MRF) was introduced as a technique being capable of simultaneously recovering such quantitative parameters by using a two step procedure: (i) given a probe, a series of magnetization maps are computed and then (ii) matched to (quantitative) parameters with the help of a pre-computed dictionary which is related to the Bloch manifold. In this paper, we first put MRF and its variants into a perspective with optimization and inverse problems to gain mathematical insights concerning identifiability of parameters under noise and interpretation in terms of optimizers. Motivated by the fact that the Bloch manifold is non-convex and that the accuracy of the MRF-type algorithms is limited by the discretization size of the dictionary, a novel physics-based method for qMRI is proposed. In contrast to the conventional two step method, our model is dictionary-free and is rather governed by a single non-linear equation, which is studied analytically. This non-linear equation is efficiently solved via robustified Newton-type methods. The effectiveness of the new method for noisy and undersampled data is shown both analytically and via extensive numerical examples for which also improvement over MRF and its variants is documented." @default.
• W2923399080 created "2019-04-01" @default.
• W2923399080 creator A5033749693 @default.
• W2923399080 creator A5035281809 @default.
• W2923399080 creator A5062202097 @default.
• W2923399080 date "2019-03-28" @default.
• W2923399080 modified "2023-10-16" @default.
• W2923399080 title "Quantitative Magnetic Resonance Imaging: From Fingerprinting to Integrated Physics-Based Models" @default.
• W2923399080 cites W106246290 @default.
• W2923399080 cites W1521738998 @default.
• W2923399080 cites W1564864701 @default.
• W2923399080 cites W1579781026 @default.
• W2923399080 cites W1855169650 @default.
• W2923399080 cites W1974603254 @default.
• W2923399080 cites W2017714771 @default.
• W2923399080 cites W2029816571 @default.
• W2923399080 cites W2035808554 @default.
• W2923399080 cites W2053694647 @default.
• W2923399080 cites W2057418187 @default.
• W2923399080 cites W2060542320 @default.
• W2923399080 cites W2061708033 @default.
• W2923399080 cites W2066600307 @default.
• W2923399080 cites W2099801199 @default.
• W2923399080 cites W2109291768 @default.
• W2923399080 cites W2113030459 @default.
• W2923399080 cites W2117546700 @default.
• W2923399080 cites W2121625938 @default.
• W2923399080 cites W2141214826 @default.
• W2923399080 cites W2151500097 @default.
• W2923399080 cites W2177714030 @default.
• W2923399080 cites W2527769453 @default.
• W2923399080 cites W2591549471 @default.
• W2923399080 cites W2606182999 @default.
• W2923399080 cites W2613279989 @default.
• W2923399080 cites W2618295061 @default.
• W2923399080 cites W2963025841 @default.
• W2923399080 cites W569855300 @default.
• W2923399080 cites W630741066 @default.
• W2923399080 doi "https://doi.org/10.48550/arxiv.1903.11979" @default.
• W2923399080 hasPublicationYear "2019" @default.
• W2923399080 type Work @default.
• W2923399080 sameAs 2923399080 @default.
• W2923399080 citedByCount "0" @default.
• W2923399080 crossrefType "posted-content" @default.
• W2923399080 hasAuthorship W2923399080A5033749693 @default.
• W2923399080 hasAuthorship W2923399080A5035281809 @default.
• W2923399080 hasAuthorship W2923399080A5062202097 @default.
• W2923399080 hasBestOaLocation W29233990801 @default.
• W2923399080 hasConcept C11413529 @default.
• W2923399080 hasConcept C115961682 @default.
• W2923399080 hasConcept C119857082 @default.
• W2923399080 hasConcept C121332964 @default.
• W2923399080 hasConcept C121864883 @default.
• W2923399080 hasConcept C122770356 @default.
• W2923399080 hasConcept C127413603 @default.
• W2923399080 hasConcept C134306372 @default.
• W2923399080 hasConcept C135252773 @default.
• W2923399080 hasConcept C154945302 @default.
• W2923399080 hasConcept C15744967 @default.
• W2923399080 hasConcept C2776029896 @default.
• W2923399080 hasConcept C28826006 @default.
• W2923399080 hasConcept C33923547 @default.
• W2923399080 hasConcept C41008148 @default.
• W2923399080 hasConcept C529865628 @default.
• W2923399080 hasConcept C73000952 @default.
• W2923399080 hasConcept C77805123 @default.
• W2923399080 hasConcept C78519656 @default.
• W2923399080 hasConcept C99498987 @default.
• W2923399080 hasConceptScore W2923399080C11413529 @default.
• W2923399080 hasConceptScore W2923399080C115961682 @default.
• W2923399080 hasConceptScore W2923399080C119857082 @default.
• W2923399080 hasConceptScore W2923399080C121332964 @default.
• W2923399080 hasConceptScore W2923399080C121864883 @default.
• W2923399080 hasConceptScore W2923399080C122770356 @default.
• W2923399080 hasConceptScore W2923399080C127413603 @default.
• W2923399080 hasConceptScore W2923399080C134306372 @default.
• W2923399080 hasConceptScore W2923399080C135252773 @default.
• W2923399080 hasConceptScore W2923399080C154945302 @default.
• W2923399080 hasConceptScore W2923399080C15744967 @default.
• W2923399080 hasConceptScore W2923399080C2776029896 @default.
• W2923399080 hasConceptScore W2923399080C28826006 @default.
• W2923399080 hasConceptScore W2923399080C33923547 @default.
• W2923399080 hasConceptScore W2923399080C41008148 @default.
• W2923399080 hasConceptScore W2923399080C529865628 @default.
• W2923399080 hasConceptScore W2923399080C73000952 @default.
• W2923399080 hasConceptScore W2923399080C77805123 @default.
• W2923399080 hasConceptScore W2923399080C78519656 @default.
• W2923399080 hasConceptScore W2923399080C99498987 @default.
• W2923399080 hasLocation W29233990801 @default.
• W2923399080 hasOpenAccess W2923399080 @default.
• W2923399080 hasPrimaryLocation W29233990801 @default.
• W2923399080 hasRelatedWork W161916580 @default.
• W2923399080 hasRelatedWork W2040149666 @default.
• W2923399080 hasRelatedWork W2095220431 @default.
• W2923399080 hasRelatedWork W2281870101 @default.
• W2923399080 hasRelatedWork W2539071726 @default.
• W2923399080 hasRelatedWork W2949204664 @default.
• W2923399080 hasRelatedWork W2952156591 @default.
• W2923399080 hasRelatedWork W2963507583 @default.
• W2923399080 hasRelatedWork W2970518087 @default.

• next