FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386496689> ?p ?o ?g. }

• W4386496689 endingPage "2871" @default.
• W4386496689 startingPage "2871" @default.
• W4386496689 abstract "This study sought to investigate how different brain regions are affected by Alzheimer’s disease (AD) at various phases of the disease, using independent component analysis (ICA). The study examines six regions in the mild cognitive impairment (MCI) stage, four in the early stage of Alzheimer’s disease (AD), six in the moderate stage, and six in the severe stage. The precuneus, cuneus, middle frontal gyri, calcarine cortex, superior medial frontal gyri, and superior frontal gyri were the areas impacted at all phases. A general linear model (GLM) is used to extract the voxels of the previously mentioned regions. The resting fMRI data for 18 AD patients who had advanced from MCI to stage 3 of the disease were obtained from the ADNI public source database. The subjects include eight women and ten men. The voxel dataset is used to train and test ten machine learning algorithms to categorize the MCI, mild, moderate, and severe stages of Alzheimer’s disease. The accuracy, recall, precision, and F1 score were used as conventional scoring measures to evaluate the classification outcomes. AdaBoost fared better than the other algorithms and obtained a phenomenal accuracy of 98.61%, precision of 99.00%, and recall and F1 scores of 98.00% each." @default.
• W4386496689 created "2023-09-07" @default.
• W4386496689 creator A5008743086 @default.
• W4386496689 creator A5016213747 @default.
• W4386496689 creator A5019228613 @default.
• W4386496689 creator A5023141129 @default.
• W4386496689 creator A5046258353 @default.
• W4386496689 creator A5064288193 @default.
• W4386496689 creator A5074629800 @default.
• W4386496689 date "2023-09-07" @default.
• W4386496689 modified "2023-10-17" @default.
• W4386496689 title "Voxel Extraction and Multiclass Classification of Identified Brain Regions across Various Stages of Alzheimer’s Disease Using Machine Learning Approaches" @default.
• W4386496689 cites W1963616747 @default.
• W4386496689 cites W1983493842 @default.
• W4386496689 cites W1991967321 @default.
• W4386496689 cites W2006578134 @default.
• W4386496689 cites W2092594036 @default.
• W4386496689 cites W2102508963 @default.
• W4386496689 cites W2107564884 @default.
• W4386496689 cites W2132972353 @default.
• W4386496689 cites W2142847783 @default.
• W4386496689 cites W2146089088 @default.
• W4386496689 cites W2514763871 @default.
• W4386496689 cites W2794227656 @default.
• W4386496689 cites W2886901283 @default.
• W4386496689 cites W2905442369 @default.
• W4386496689 cites W2911930654 @default.
• W4386496689 cites W2913819848 @default.
• W4386496689 cites W2916677905 @default.
• W4386496689 cites W2972108820 @default.
• W4386496689 cites W2990331389 @default.
• W4386496689 cites W2990998939 @default.
• W4386496689 cites W3018492956 @default.
• W4386496689 cites W3022315685 @default.
• W4386496689 cites W3092389862 @default.
• W4386496689 cites W3099880460 @default.
• W4386496689 cites W3145812136 @default.
• W4386496689 cites W3150247581 @default.
• W4386496689 cites W3193449393 @default.
• W4386496689 cites W3206510278 @default.
• W4386496689 cites W3217495832 @default.
• W4386496689 cites W4213093885 @default.
• W4386496689 cites W4223510320 @default.
• W4386496689 cites W4317513357 @default.
• W4386496689 cites W4382395617 @default.
• W4386496689 doi "https://doi.org/10.3390/diagnostics13182871" @default.
• W4386496689 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37761238" @default.
• W4386496689 hasPublicationYear "2023" @default.
• W4386496689 type Work @default.
• W4386496689 citedByCount "0" @default.
• W4386496689 crossrefType "journal-article" @default.
• W4386496689 hasAuthorship W4386496689A5008743086 @default.
• W4386496689 hasAuthorship W4386496689A5016213747 @default.
• W4386496689 hasAuthorship W4386496689A5019228613 @default.
• W4386496689 hasAuthorship W4386496689A5023141129 @default.
• W4386496689 hasAuthorship W4386496689A5046258353 @default.
• W4386496689 hasAuthorship W4386496689A5064288193 @default.
• W4386496689 hasAuthorship W4386496689A5074629800 @default.
• W4386496689 hasBestOaLocation W43864966891 @default.
• W4386496689 hasConcept C100660578 @default.
• W4386496689 hasConcept C142724271 @default.
• W4386496689 hasConcept C153180895 @default.
• W4386496689 hasConcept C154945302 @default.
• W4386496689 hasConcept C15744967 @default.
• W4386496689 hasConcept C169760540 @default.
• W4386496689 hasConcept C169900460 @default.
• W4386496689 hasConcept C180747234 @default.
• W4386496689 hasConcept C2779134260 @default.
• W4386496689 hasConcept C2780608534 @default.
• W4386496689 hasConcept C2781441883 @default.
• W4386496689 hasConcept C41008148 @default.
• W4386496689 hasConcept C502032728 @default.
• W4386496689 hasConcept C54170458 @default.
• W4386496689 hasConcept C548259974 @default.
• W4386496689 hasConcept C71924100 @default.
• W4386496689 hasConcept C94124525 @default.
• W4386496689 hasConceptScore W4386496689C100660578 @default.
• W4386496689 hasConceptScore W4386496689C142724271 @default.
• W4386496689 hasConceptScore W4386496689C153180895 @default.
• W4386496689 hasConceptScore W4386496689C154945302 @default.
• W4386496689 hasConceptScore W4386496689C15744967 @default.
• W4386496689 hasConceptScore W4386496689C169760540 @default.
• W4386496689 hasConceptScore W4386496689C169900460 @default.
• W4386496689 hasConceptScore W4386496689C180747234 @default.
• W4386496689 hasConceptScore W4386496689C2779134260 @default.
• W4386496689 hasConceptScore W4386496689C2780608534 @default.
• W4386496689 hasConceptScore W4386496689C2781441883 @default.
• W4386496689 hasConceptScore W4386496689C41008148 @default.
• W4386496689 hasConceptScore W4386496689C502032728 @default.
• W4386496689 hasConceptScore W4386496689C54170458 @default.
• W4386496689 hasConceptScore W4386496689C548259974 @default.
• W4386496689 hasConceptScore W4386496689C71924100 @default.
• W4386496689 hasConceptScore W4386496689C94124525 @default.
• W4386496689 hasIssue "18" @default.
• W4386496689 hasLocation W43864966891 @default.
• W4386496689 hasLocation W43864966892 @default.
• W4386496689 hasOpenAccess W4386496689 @default.
• W4386496689 hasPrimaryLocation W43864966891 @default.

• next