FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4319297479> ?p ?o ?g. }

• W4319297479 abstract "Attention deficit hyperactivity disorder (ADHD) is one of the most common psychiatric disorders in school-aged children. Its accurate diagnosis looks after patients' interests well with effective treatment, which is important to them and their family. Resting-state functional magnetic resonance imaging (rsfMRI) has been widely used to characterize the abnormal brain function by computing the voxel-wise measures and Pearson's correlation (PC)-based functional connectivity (FC) for ADHD diagnosis. However, exploring the powerful measures of rsfMRI to improve ADHD diagnosis remains a particular challenge. To this end, this paper proposes an automated ADHD classification framework by fusion of multiple measures of rsfMRI in adolescent brain. First, we extract the voxel-wise measures and ROI-wise time series from the brain regions of rsfMRI after preprocessing. Then, to extract the multiple functional connectivities, we compute the PC-derived FCs including the topographical information-based high-order FC (tHOFC) and dynamics-based high-order FC (dHOFC), the sparse representation (SR)-derived FCs including the group SR (GSR), the strength and similarity guided GSR (SSGSR), and sparse low-rank (SLR). Finally, these measures are combined with multiple kernel learning (MKL) model for ADHD classification. The proposed method is applied to the Adolescent Brain and Cognitive Development (ABCD) dataset. The results show that the FCs of dHOFC and SLR perform better than the others. Fusing multiple measures achieves the best classification performance (AUC = 0.740, accuracy = 0.6916), superior to those from the single measure and the previous studies. We have identified the most discriminative FCs and brain regions for ADHD diagnosis, which are consistent with those of published literature." @default.
• W4319297479 created "2023-02-07" @default.
• W4319297479 creator A5036648905 @default.
• W4319297479 creator A5040128094 @default.
• W4319297479 creator A5056288823 @default.
• W4319297479 creator A5060712149 @default.
• W4319297479 creator A5073713310 @default.
• W4319297479 date "2023-02-06" @default.
• W4319297479 modified "2023-09-25" @default.
• W4319297479 title "Multiple measurement analysis of resting-state fMRI for ADHD classification in adolescent brain from the ABCD study" @default.
• W4319297479 cites W1492296513 @default.
• W4319297479 cites W1560723556 @default.
• W4319297479 cites W1593388804 @default.
• W4319297479 cites W1983485726 @default.
• W4319297479 cites W1987371344 @default.
• W4319297479 cites W2007213925 @default.
• W4319297479 cites W2007369824 @default.
• W4319297479 cites W2007581301 @default.
• W4319297479 cites W2016381774 @default.
• W4319297479 cites W2023251549 @default.
• W4319297479 cites W2040849830 @default.
• W4319297479 cites W2042242644 @default.
• W4319297479 cites W2045989120 @default.
• W4319297479 cites W2058046532 @default.
• W4319297479 cites W2064625200 @default.
• W4319297479 cites W2071714163 @default.
• W4319297479 cites W2072580777 @default.
• W4319297479 cites W2087451427 @default.
• W4319297479 cites W2100634972 @default.
• W4319297479 cites W2101135654 @default.
• W4319297479 cites W2107499714 @default.
• W4319297479 cites W2136600109 @default.
• W4319297479 cites W2143205523 @default.
• W4319297479 cites W2156665896 @default.
• W4319297479 cites W2161502085 @default.
• W4319297479 cites W2168094269 @default.
• W4319297479 cites W2168190413 @default.
• W4319297479 cites W2264870025 @default.
• W4319297479 cites W2310177520 @default.
• W4319297479 cites W2337323496 @default.
• W4319297479 cites W2345678177 @default.
• W4319297479 cites W2499800833 @default.
• W4319297479 cites W2502203196 @default.
• W4319297479 cites W2518298328 @default.
• W4319297479 cites W2561837554 @default.
• W4319297479 cites W2583114732 @default.
• W4319297479 cites W2753776964 @default.
• W4319297479 cites W2762517398 @default.
• W4319297479 cites W2765820969 @default.
• W4319297479 cites W2766290206 @default.
• W4319297479 cites W2789958560 @default.
• W4319297479 cites W2790406046 @default.
• W4319297479 cites W2791182716 @default.
• W4319297479 cites W2801745895 @default.
• W4319297479 cites W2885855318 @default.
• W4319297479 cites W2889752090 @default.
• W4319297479 cites W2896587207 @default.
• W4319297479 cites W2902620820 @default.
• W4319297479 cites W2903559662 @default.
• W4319297479 cites W2904909998 @default.
• W4319297479 cites W2905545847 @default.
• W4319297479 cites W2912414259 @default.
• W4319297479 cites W2912710912 @default.
• W4319297479 cites W2966883685 @default.
• W4319297479 cites W2989261235 @default.
• W4319297479 cites W3005901674 @default.
• W4319297479 cites W3012085194 @default.
• W4319297479 cites W3035139590 @default.
• W4319297479 cites W3036375271 @default.
• W4319297479 cites W3047975421 @default.
• W4319297479 cites W3087279249 @default.
• W4319297479 cites W3094071141 @default.
• W4319297479 cites W3166890009 @default.
• W4319297479 cites W3199580132 @default.
• W4319297479 cites W3201799573 @default.
• W4319297479 cites W4213383170 @default.
• W4319297479 cites W4234965298 @default.
• W4319297479 cites W4293199501 @default.
• W4319297479 cites W4295750005 @default.
• W4319297479 doi "https://doi.org/10.1038/s41398-023-02309-5" @default.
• W4319297479 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36746929" @default.
• W4319297479 hasPublicationYear "2023" @default.
• W4319297479 type Work @default.
• W4319297479 citedByCount "0" @default.
• W4319297479 crossrefType "journal-article" @default.
• W4319297479 hasAuthorship W4319297479A5036648905 @default.
• W4319297479 hasAuthorship W4319297479A5040128094 @default.
• W4319297479 hasAuthorship W4319297479A5056288823 @default.
• W4319297479 hasAuthorship W4319297479A5060712149 @default.
• W4319297479 hasAuthorship W4319297479A5073713310 @default.
• W4319297479 hasBestOaLocation W43192974791 @default.
• W4319297479 hasConcept C119857082 @default.
• W4319297479 hasConcept C153180895 @default.
• W4319297479 hasConcept C154945302 @default.
• W4319297479 hasConcept C15744967 @default.
• W4319297479 hasConcept C169760540 @default.
• W4319297479 hasConcept C2779226451 @default.
• W4319297479 hasConcept C2780783007 @default.
• W4319297479 hasConcept C41008148 @default.
• W4319297479 hasConcept C54170458 @default.

• next