FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2929362235> ?p ?o ?g. }

• W2929362235 endingPage "279" @default.
• W2929362235 startingPage "263" @default.
• W2929362235 abstract "Recent advances in fetal magnetic resonance imaging (MRI) open the door to improved detection and characterization of fetal and placental abnormalities. Since interpreting MRI data can be complex and ambiguous, there is a need for robust computational methods able to quantify placental anatomy (including its vasculature) and function. In this work, we propose a novel fully-automated method to segment the placenta and its peripheral blood vessels from fetal MRI. First, a super-resolution reconstruction of the uterus is generated by combining axial, sagittal and coronal views. The placenta is then segmented using 3D Gabor filters, texture features and Support Vector Machines. A uterus edge-based instance selection is proposed to identify the support vectors defining the placenta boundary. Subsequently, peripheral blood vessels are extracted through a curvature-based corner detector. Our approach is validated on a rich set of 44 control and pathological cases: singleton and (normal / monochorionic) twin pregnancies between 25-37 weeks of gestation. Dice coefficients of 0.82 ± 0.02 and 0.81 ± 0.08 are achieved for placenta and its vasculature segmentation, respectively. A comparative analysis with state of the art convolutional neural networks (CNN), namely, 3D U-Net, V-Net, DeepMedic, Holistic3D Net, HighRes3D Net and Dense V-Net is also conducted for placenta localization, with our method outperforming all CNN approaches. Results suggest that our methodology can aid the diagnosis and surgical planning of severe fetal disorders." @default.
• W2929362235 created "2019-04-11" @default.
• W2929362235 creator A5021143022 @default.
• W2929362235 creator A5024254350 @default.
• W2929362235 creator A5054980066 @default.
• W2929362235 creator A5075322497 @default.
• W2929362235 creator A5082433089 @default.
• W2929362235 creator A5087067526 @default.
• W2929362235 creator A5089926336 @default.
• W2929362235 date "2019-05-01" @default.
• W2929362235 modified "2023-10-13" @default.
• W2929362235 title "Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI" @default.
• W2929362235 cites W1891734390 @default.
• W2929362235 cites W1994514622 @default.
• W2929362235 cites W1997626261 @default.
• W2929362235 cites W2024251722 @default.
• W2929362235 cites W2044465660 @default.
• W2929362235 cites W2082226332 @default.
• W2929362235 cites W2085674766 @default.
• W2929362235 cites W2103248916 @default.
• W2929362235 cites W2116040950 @default.
• W2929362235 cites W2116306096 @default.
• W2929362235 cites W2119725119 @default.
• W2929362235 cites W2125148312 @default.
• W2929362235 cites W2135264048 @default.
• W2929362235 cites W2142592339 @default.
• W2929362235 cites W2156875969 @default.
• W2929362235 cites W2166966312 @default.
• W2929362235 cites W2301358467 @default.
• W2929362235 cites W2345670464 @default.
• W2929362235 cites W2512625115 @default.
• W2929362235 cites W2549627956 @default.
• W2929362235 cites W2570803266 @default.
• W2929362235 cites W2590534528 @default.
• W2929362235 cites W2732931556 @default.
• W2929362235 cites W2963056148 @default.
• W2929362235 cites W4233857083 @default.
• W2929362235 cites W4239510810 @default.
• W2929362235 doi "https://doi.org/10.1016/j.media.2019.03.008" @default.
• W2929362235 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30954853" @default.
• W2929362235 hasPublicationYear "2019" @default.
• W2929362235 type Work @default.
• W2929362235 sameAs 2929362235 @default.
• W2929362235 citedByCount "29" @default.
• W2929362235 countsByYear W29293622352019 @default.
• W2929362235 countsByYear W29293622352020 @default.
• W2929362235 countsByYear W29293622352021 @default.
• W2929362235 countsByYear W29293622352022 @default.
• W2929362235 countsByYear W29293622352023 @default.
• W2929362235 crossrefType "journal-article" @default.
• W2929362235 hasAuthorship W2929362235A5021143022 @default.
• W2929362235 hasAuthorship W2929362235A5024254350 @default.
• W2929362235 hasAuthorship W2929362235A5054980066 @default.
• W2929362235 hasAuthorship W2929362235A5075322497 @default.
• W2929362235 hasAuthorship W2929362235A5082433089 @default.
• W2929362235 hasAuthorship W2929362235A5087067526 @default.
• W2929362235 hasAuthorship W2929362235A5089926336 @default.
• W2929362235 hasBestOaLocation W29293622352 @default.
• W2929362235 hasConcept C105702510 @default.
• W2929362235 hasConcept C126838900 @default.
• W2929362235 hasConcept C13483470 @default.
• W2929362235 hasConcept C143409427 @default.
• W2929362235 hasConcept C143753070 @default.
• W2929362235 hasConcept C153180895 @default.
• W2929362235 hasConcept C154945302 @default.
• W2929362235 hasConcept C172680121 @default.
• W2929362235 hasConcept C178910020 @default.
• W2929362235 hasConcept C2776953305 @default.
• W2929362235 hasConcept C2779234561 @default.
• W2929362235 hasConcept C2780170424 @default.
• W2929362235 hasConcept C41008148 @default.
• W2929362235 hasConcept C54355233 @default.
• W2929362235 hasConcept C71924100 @default.
• W2929362235 hasConcept C81363708 @default.
• W2929362235 hasConcept C86803240 @default.
• W2929362235 hasConcept C89600930 @default.
• W2929362235 hasConceptScore W2929362235C105702510 @default.
• W2929362235 hasConceptScore W2929362235C126838900 @default.
• W2929362235 hasConceptScore W2929362235C13483470 @default.
• W2929362235 hasConceptScore W2929362235C143409427 @default.
• W2929362235 hasConceptScore W2929362235C143753070 @default.
• W2929362235 hasConceptScore W2929362235C153180895 @default.
• W2929362235 hasConceptScore W2929362235C154945302 @default.
• W2929362235 hasConceptScore W2929362235C172680121 @default.
• W2929362235 hasConceptScore W2929362235C178910020 @default.
• W2929362235 hasConceptScore W2929362235C2776953305 @default.
• W2929362235 hasConceptScore W2929362235C2779234561 @default.
• W2929362235 hasConceptScore W2929362235C2780170424 @default.
• W2929362235 hasConceptScore W2929362235C41008148 @default.
• W2929362235 hasConceptScore W2929362235C54355233 @default.
• W2929362235 hasConceptScore W2929362235C71924100 @default.
• W2929362235 hasConceptScore W2929362235C81363708 @default.
• W2929362235 hasConceptScore W2929362235C86803240 @default.
• W2929362235 hasConceptScore W2929362235C89600930 @default.
• W2929362235 hasFunder F4320310210 @default.
• W2929362235 hasFunder F4320321837 @default.
• W2929362235 hasLocation W29293622351 @default.
• W2929362235 hasLocation W29293622352 @default.

• next