FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313458172> ?p ?o ?g. }

• W4313458172 endingPage "10265" @default.
• W4313458172 startingPage "10249" @default.
• W4313458172 abstract "Alzheimer’s disease represents a neurological condition characterized by steady cognitive decline and eventual memory loss due to the death of brain cells. It is one of the most prominent dementia types observed in patients and which hence underlines the imminent need for potential methods to diagnose the disease early on. This work considers a novel approach by utilizing a reduced version of one of the datasets used in this work to achieve a considerably accurate prediction while also enabling quicker training. It leverages image segmentation to isolate the hippocampus region from brain MRI images and then strikes a comparison between models trained on the segmented portions and models trained on complete images. This research uses two datasets—4 classes of images from Kaggle and a popular OASIS 2 MRI and demographic dataset. A deep learning-based approach was adopted to train the Kaggle dataset to perform severity classification, and the hippocampus region segmented from a reduced version of the OASIS dataset was trained on supervised and ensemble learning algorithms to detect Alzheimer’s disease. The metric used for the assessment of model performance is classification accuracy. A comparative analysis between the proposed approach and existing work was also performed, and it was observed that the proposed approach is effective in the early diagnosis of Alzheimer’s disease." @default.
• W4313458172 created "2023-01-06" @default.
• W4313458172 creator A5025808738 @default.
• W4313458172 creator A5027237708 @default.
• W4313458172 creator A5057567566 @default.
• W4313458172 creator A5086117119 @default.
• W4313458172 creator A5086654092 @default.
• W4313458172 date "2023-01-03" @default.
• W4313458172 modified "2023-10-17" @default.
• W4313458172 title "Hippocampus Segmentation-Based Alzheimer’s Disease Diagnosis and Classification of MRI Images" @default.
• W4313458172 cites W2539945499 @default.
• W4313458172 cites W2805494981 @default.
• W4313458172 cites W2900256713 @default.
• W4313458172 cites W2901966692 @default.
• W4313458172 cites W2944452033 @default.
• W4313458172 cites W2982519074 @default.
• W4313458172 cites W3017328779 @default.
• W4313458172 cites W3017328860 @default.
• W4313458172 cites W3027483243 @default.
• W4313458172 cites W3040248281 @default.
• W4313458172 cites W3042774130 @default.
• W4313458172 cites W3090326096 @default.
• W4313458172 cites W3112944714 @default.
• W4313458172 cites W3126870425 @default.
• W4313458172 cites W3127597934 @default.
• W4313458172 cites W3138667573 @default.
• W4313458172 cites W3173195087 @default.
• W4313458172 cites W3196915788 @default.
• W4313458172 cites W4376474367 @default.
• W4313458172 doi "https://doi.org/10.1007/s13369-022-07538-2" @default.
• W4313458172 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36619218" @default.
• W4313458172 hasPublicationYear "2023" @default.
• W4313458172 type Work @default.
• W4313458172 citedByCount "2" @default.
• W4313458172 countsByYear W43134581722023 @default.
• W4313458172 crossrefType "journal-article" @default.
• W4313458172 hasAuthorship W4313458172A5025808738 @default.
• W4313458172 hasAuthorship W4313458172A5027237708 @default.
• W4313458172 hasAuthorship W4313458172A5057567566 @default.
• W4313458172 hasAuthorship W4313458172A5086117119 @default.
• W4313458172 hasAuthorship W4313458172A5086654092 @default.
• W4313458172 hasBestOaLocation W43134581721 @default.
• W4313458172 hasConcept C108583219 @default.
• W4313458172 hasConcept C119857082 @default.
• W4313458172 hasConcept C126838900 @default.
• W4313458172 hasConcept C142724271 @default.
• W4313458172 hasConcept C143409427 @default.
• W4313458172 hasConcept C153180895 @default.
• W4313458172 hasConcept C154945302 @default.
• W4313458172 hasConcept C15744967 @default.
• W4313458172 hasConcept C162324750 @default.
• W4313458172 hasConcept C169760540 @default.
• W4313458172 hasConcept C176217482 @default.
• W4313458172 hasConcept C21547014 @default.
• W4313458172 hasConcept C2779134260 @default.
• W4313458172 hasConcept C2779483572 @default.
• W4313458172 hasConcept C2781161787 @default.
• W4313458172 hasConcept C2984915365 @default.
• W4313458172 hasConcept C41008148 @default.
• W4313458172 hasConcept C502032728 @default.
• W4313458172 hasConcept C58693492 @default.
• W4313458172 hasConcept C71924100 @default.
• W4313458172 hasConcept C89600930 @default.
• W4313458172 hasConceptScore W4313458172C108583219 @default.
• W4313458172 hasConceptScore W4313458172C119857082 @default.
• W4313458172 hasConceptScore W4313458172C126838900 @default.
• W4313458172 hasConceptScore W4313458172C142724271 @default.
• W4313458172 hasConceptScore W4313458172C143409427 @default.
• W4313458172 hasConceptScore W4313458172C153180895 @default.
• W4313458172 hasConceptScore W4313458172C154945302 @default.
• W4313458172 hasConceptScore W4313458172C15744967 @default.
• W4313458172 hasConceptScore W4313458172C162324750 @default.
• W4313458172 hasConceptScore W4313458172C169760540 @default.
• W4313458172 hasConceptScore W4313458172C176217482 @default.
• W4313458172 hasConceptScore W4313458172C21547014 @default.
• W4313458172 hasConceptScore W4313458172C2779134260 @default.
• W4313458172 hasConceptScore W4313458172C2779483572 @default.
• W4313458172 hasConceptScore W4313458172C2781161787 @default.
• W4313458172 hasConceptScore W4313458172C2984915365 @default.
• W4313458172 hasConceptScore W4313458172C41008148 @default.
• W4313458172 hasConceptScore W4313458172C502032728 @default.
• W4313458172 hasConceptScore W4313458172C58693492 @default.
• W4313458172 hasConceptScore W4313458172C71924100 @default.
• W4313458172 hasConceptScore W4313458172C89600930 @default.
• W4313458172 hasIssue "8" @default.
• W4313458172 hasLocation W43134581721 @default.
• W4313458172 hasLocation W43134581722 @default.
• W4313458172 hasLocation W43134581723 @default.
• W4313458172 hasOpenAccess W4313458172 @default.
• W4313458172 hasPrimaryLocation W43134581721 @default.
• W4313458172 hasRelatedWork W1016623679 @default.
• W4313458172 hasRelatedWork W2027542625 @default.
• W4313458172 hasRelatedWork W2071433170 @default.
• W4313458172 hasRelatedWork W2089784006 @default.
• W4313458172 hasRelatedWork W2102312026 @default.
• W4313458172 hasRelatedWork W2327340211 @default.
• W4313458172 hasRelatedWork W2885663991 @default.
• W4313458172 hasRelatedWork W4292199793 @default.

• next