Matches in SemOpenAlex for { <https://semopenalex.org/work/W2796177458> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2796177458 abstract "Accelerated magnetic resonance (MR) scan acquisition with compressed sensing (CS) and parallel imaging is a powerful method to reduce MR imaging scan time. However, many reconstruction algorithms have high computational costs. To address this, we investigate deep residual learning networks to remove aliasing artifacts from artifact corrupted images. The proposed deep residual learning networks are composed of magnitude and phase networks that are separately trained. If both phase and magnitude information are available, the proposed algorithm can work as an iterative k-space interpolation algorithm using framelet representation. When only magnitude data is available, the proposed approach works as an image domain post-processing algorithm. Even with strong coherent aliasing artifacts, the proposed network successfully learned and removed the aliasing artifacts, whereas current parallel and CS reconstruction methods were unable to remove these artifacts. Comparisons using single and multiple coil show that the proposed residual network provides good reconstruction results with orders of magnitude faster computational time than existing compressed sensing methods. The proposed deep learning framework may have a great potential for accelerated MR reconstruction by generating accurate results immediately." @default.
- W2796177458 created "2018-04-13" @default.
- W2796177458 creator A5012644755 @default.
- W2796177458 creator A5025243354 @default.
- W2796177458 creator A5029182095 @default.
- W2796177458 creator A5089933293 @default.
- W2796177458 date "2018-04-02" @default.
- W2796177458 modified "2023-10-18" @default.
- W2796177458 title "Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks" @default.
- W2796177458 hasPublicationYear "2018" @default.
- W2796177458 type Work @default.
- W2796177458 sameAs 2796177458 @default.
- W2796177458 citedByCount "1" @default.
- W2796177458 countsByYear W27961774582019 @default.
- W2796177458 crossrefType "posted-content" @default.
- W2796177458 hasAuthorship W2796177458A5012644755 @default.
- W2796177458 hasAuthorship W2796177458A5025243354 @default.
- W2796177458 hasAuthorship W2796177458A5029182095 @default.
- W2796177458 hasAuthorship W2796177458A5089933293 @default.
- W2796177458 hasConcept C108583219 @default.
- W2796177458 hasConcept C11413529 @default.
- W2796177458 hasConcept C115961682 @default.
- W2796177458 hasConcept C121332964 @default.
- W2796177458 hasConcept C124851039 @default.
- W2796177458 hasConcept C126691448 @default.
- W2796177458 hasConcept C1276947 @default.
- W2796177458 hasConcept C136536468 @default.
- W2796177458 hasConcept C137800194 @default.
- W2796177458 hasConcept C141379421 @default.
- W2796177458 hasConcept C153180895 @default.
- W2796177458 hasConcept C154945302 @default.
- W2796177458 hasConcept C155512373 @default.
- W2796177458 hasConcept C2779010991 @default.
- W2796177458 hasConcept C31972630 @default.
- W2796177458 hasConcept C4069607 @default.
- W2796177458 hasConcept C41008148 @default.
- W2796177458 hasConceptScore W2796177458C108583219 @default.
- W2796177458 hasConceptScore W2796177458C11413529 @default.
- W2796177458 hasConceptScore W2796177458C115961682 @default.
- W2796177458 hasConceptScore W2796177458C121332964 @default.
- W2796177458 hasConceptScore W2796177458C124851039 @default.
- W2796177458 hasConceptScore W2796177458C126691448 @default.
- W2796177458 hasConceptScore W2796177458C1276947 @default.
- W2796177458 hasConceptScore W2796177458C136536468 @default.
- W2796177458 hasConceptScore W2796177458C137800194 @default.
- W2796177458 hasConceptScore W2796177458C141379421 @default.
- W2796177458 hasConceptScore W2796177458C153180895 @default.
- W2796177458 hasConceptScore W2796177458C154945302 @default.
- W2796177458 hasConceptScore W2796177458C155512373 @default.
- W2796177458 hasConceptScore W2796177458C2779010991 @default.
- W2796177458 hasConceptScore W2796177458C31972630 @default.
- W2796177458 hasConceptScore W2796177458C4069607 @default.
- W2796177458 hasConceptScore W2796177458C41008148 @default.
- W2796177458 hasLocation W27961774581 @default.
- W2796177458 hasOpenAccess W2796177458 @default.
- W2796177458 hasPrimaryLocation W27961774581 @default.
- W2796177458 hasRelatedWork W1485082952 @default.
- W2796177458 hasRelatedWork W2005956700 @default.
- W2796177458 hasRelatedWork W2033162169 @default.
- W2796177458 hasRelatedWork W2096432068 @default.
- W2796177458 hasRelatedWork W2312952821 @default.
- W2796177458 hasRelatedWork W2370458197 @default.
- W2796177458 hasRelatedWork W2740695748 @default.
- W2796177458 hasRelatedWork W2751748841 @default.
- W2796177458 hasRelatedWork W2766649903 @default.
- W2796177458 hasRelatedWork W2794991850 @default.
- W2796177458 hasRelatedWork W2808261662 @default.
- W2796177458 hasRelatedWork W2891067258 @default.
- W2796177458 hasRelatedWork W2891378267 @default.
- W2796177458 hasRelatedWork W2891784148 @default.
- W2796177458 hasRelatedWork W2914760232 @default.
- W2796177458 hasRelatedWork W2999584570 @default.
- W2796177458 hasRelatedWork W3027023150 @default.
- W2796177458 hasRelatedWork W3211406483 @default.
- W2796177458 hasRelatedWork W3213580212 @default.
- W2796177458 hasRelatedWork W2187562763 @default.
- W2796177458 isParatext "false" @default.
- W2796177458 isRetracted "false" @default.
- W2796177458 magId "2796177458" @default.
- W2796177458 workType "article" @default.