FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W144257538> ?p ?o ?g. }

• W144257538 abstract "Accurate identification of ischemic lesions and brain atrophy is critical in the management of stroke patients and may serve as an important biomarker in studying post-stroke depression. In this paper we present an automated method to identify chronic ischemic infarcts in gray matter and gray/white matter partial volume areas that may be used to measure the amount of tissue loss due to atrophy in the area. The measure of tissue loss may then be used as a potential biomarker in analyzing the relation between stroke and post-stroke depression. The automated segmentation method relies on Markov random field (MRF) and random forest based classifications. The MRF classification identifies the possible lesion areas from the fluid attenuated inversion recovery (FLAIR) magnetic resonance (MR) images. Thereafter, the multimodal (T1-, T2-weighted, FLAIR, and apparent diffusion coefficient (ADC)) MR images of the possible lesion areas are fed into the classification forests along with other context-aware features and probability maps of the gray and white matter regions. The results of classification from the MRF and the classification forests are finally combined using connected component analysis to identify the final lesion area. The accuracy of the method in identifying infarcted regions from multimodal MR images has been validated on 17 patient datasets with a mean accuracy of 99%, a mean positive predictive value (PPV) of 75% and a mean negative predictive value (NPV) of 99% and a volume correlation of r = 0.98." @default.
• W144257538 created "2016-06-24" @default.
• W144257538 creator A5023809387 @default.
• W144257538 creator A5025220020 @default.
• W144257538 creator A5029945206 @default.
• W144257538 creator A5034274387 @default.
• W144257538 creator A5038007169 @default.
• W144257538 creator A5038542004 @default.
• W144257538 creator A5039977865 @default.
• W144257538 creator A5040456565 @default.
• W144257538 creator A5054163393 @default.
• W144257538 creator A5057336608 @default.
• W144257538 creator A5079031814 @default.
• W144257538 creator A5088637939 @default.
• W144257538 date "2013-01-01" @default.
• W144257538 modified "2023-10-08" @default.
• W144257538 title "Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI" @default.
• W144257538 cites W1524094261 @default.
• W144257538 cites W1978661753 @default.
• W144257538 cites W2004848411 @default.
• W144257538 cites W2035023461 @default.
• W144257538 cites W2054472394 @default.
• W144257538 cites W2058046532 @default.
• W144257538 cites W2101921531 @default.
• W144257538 cites W2107956652 @default.
• W144257538 cites W2115874736 @default.
• W144257538 cites W2126719211 @default.
• W144257538 cites W2129233308 @default.
• W144257538 cites W2130686832 @default.
• W144257538 cites W2138566597 @default.
• W144257538 cites W2141188903 @default.
• W144257538 cites W2147618390 @default.
• W144257538 doi "https://doi.org/10.1007/978-3-319-02126-3_11" @default.
• W144257538 hasPublicationYear "2013" @default.
• W144257538 type Work @default.
• W144257538 sameAs 144257538 @default.
• W144257538 citedByCount "3" @default.
• W144257538 countsByYear W1442575382014 @default.
• W144257538 countsByYear W1442575382016 @default.
• W144257538 countsByYear W1442575382021 @default.
• W144257538 crossrefType "book-chapter" @default.
• W144257538 hasAuthorship W144257538A5023809387 @default.
• W144257538 hasAuthorship W144257538A5025220020 @default.
• W144257538 hasAuthorship W144257538A5029945206 @default.
• W144257538 hasAuthorship W144257538A5034274387 @default.
• W144257538 hasAuthorship W144257538A5038007169 @default.
• W144257538 hasAuthorship W144257538A5038542004 @default.
• W144257538 hasAuthorship W144257538A5039977865 @default.
• W144257538 hasAuthorship W144257538A5040456565 @default.
• W144257538 hasAuthorship W144257538A5054163393 @default.
• W144257538 hasAuthorship W144257538A5057336608 @default.
• W144257538 hasAuthorship W144257538A5079031814 @default.
• W144257538 hasAuthorship W144257538A5088637939 @default.
• W144257538 hasConcept C101070640 @default.
• W144257538 hasConcept C124504099 @default.
• W144257538 hasConcept C126838900 @default.
• W144257538 hasConcept C127413603 @default.
• W144257538 hasConcept C142724271 @default.
• W144257538 hasConcept C143409427 @default.
• W144257538 hasConcept C146638467 @default.
• W144257538 hasConcept C149550507 @default.
• W144257538 hasConcept C151730666 @default.
• W144257538 hasConcept C153180895 @default.
• W144257538 hasConcept C154945302 @default.
• W144257538 hasConcept C169258074 @default.
• W144257538 hasConcept C2778045648 @default.
• W144257538 hasConcept C2779343474 @default.
• W144257538 hasConcept C2780645631 @default.
• W144257538 hasConcept C2781172350 @default.
• W144257538 hasConcept C2781192897 @default.
• W144257538 hasConcept C41008148 @default.
• W144257538 hasConcept C45664433 @default.
• W144257538 hasConcept C71924100 @default.
• W144257538 hasConcept C78519656 @default.
• W144257538 hasConcept C86803240 @default.
• W144257538 hasConcept C89600930 @default.
• W144257538 hasConceptScore W144257538C101070640 @default.
• W144257538 hasConceptScore W144257538C124504099 @default.
• W144257538 hasConceptScore W144257538C126838900 @default.
• W144257538 hasConceptScore W144257538C127413603 @default.
• W144257538 hasConceptScore W144257538C142724271 @default.
• W144257538 hasConceptScore W144257538C143409427 @default.
• W144257538 hasConceptScore W144257538C146638467 @default.
• W144257538 hasConceptScore W144257538C149550507 @default.
• W144257538 hasConceptScore W144257538C151730666 @default.
• W144257538 hasConceptScore W144257538C153180895 @default.
• W144257538 hasConceptScore W144257538C154945302 @default.
• W144257538 hasConceptScore W144257538C169258074 @default.
• W144257538 hasConceptScore W144257538C2778045648 @default.
• W144257538 hasConceptScore W144257538C2779343474 @default.
• W144257538 hasConceptScore W144257538C2780645631 @default.
• W144257538 hasConceptScore W144257538C2781172350 @default.
• W144257538 hasConceptScore W144257538C2781192897 @default.
• W144257538 hasConceptScore W144257538C41008148 @default.
• W144257538 hasConceptScore W144257538C45664433 @default.
• W144257538 hasConceptScore W144257538C71924100 @default.
• W144257538 hasConceptScore W144257538C78519656 @default.
• W144257538 hasConceptScore W144257538C86803240 @default.
• W144257538 hasConceptScore W144257538C89600930 @default.
• W144257538 hasLocation W1442575381 @default.

• next