{"id":"https://openalex.org/W4400908515","doi":"https://doi.org/10.1109/siu61531.2024.10600913","title":"Visualization of Human Brain Network for the Analysis of Alzheimer\u2019s Disease","display_name":"Visualization of Human Brain Network for the Analysis of Alzheimer\u2019s Disease","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4400908515","doi":"https://doi.org/10.1109/siu61531.2024.10600913"},"language":"en","primary_location":{"id":"doi:10.1109/siu61531.2024.10600913","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/siu61531.2024.10600913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11511/110783","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014428173","display_name":"G\u00f6n\u00fcl G\u00fcnal De\u011firmendereli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G\u00f6n\u00fcl G\u00fcnal De\u011firmendereli","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112988684","display_name":"Ula\u015f Sedat Ayd\u0131n","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ula\u015f Sedat Ayd\u0131n","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092705812","display_name":"Abdulla Ahmadkhan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdulla Ahmadkhan","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104971276","display_name":"Bar\u0131\u015f T\u00fcrn\u00fckl\u00fc Ve","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bar\u0131\u015f T\u00fcrn\u00fckl\u00fc Ve","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110664463","display_name":"Fato\u015f T. Yarman Vural","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fatos T. Yarman Vural","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC; Orta Do&#x011F;u Teknik &#x00DC;niversitesil,Ankara","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11109611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.7540000081062317,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.7540000081062317,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.6959999799728394,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.6216999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7055054903030396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6530791521072388},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5873396992683411},{"id":"https://openalex.org/keywords/human-brain","display_name":"Human brain","score":0.5041941404342651},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.49202606081962585},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3857700228691101},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.38187873363494873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2716260850429535},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1951744258403778},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1484268307685852},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09161069989204407}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7055054903030396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6530791521072388},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5873396992683411},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.5041941404342651},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.49202606081962585},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3857700228691101},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.38187873363494873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2716260850429535},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1951744258403778},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1484268307685852},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09161069989204407}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu61531.2024.10600913","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/siu61531.2024.10600913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://open.metu.edu.tr:11511/110783","is_oa":true,"landing_page_url":"https://hdl.handle.net/11511/110783","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:https://open.metu.edu.tr:11511/110783","is_oa":true,"landing_page_url":"https://hdl.handle.net/11511/110783","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024","raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W2547096368"],"abstract_inverted_index":{"In":[0,20],"this":[1,21,89],"study,":[2],"we":[3,23,50,74],"propose":[4],"a":[5],"new":[6],"model":[7],"for":[8,110],"visualizing":[9],"brain":[10,13,77,84,107],"networks":[11,78,108],"of":[12,29,88],"using":[14],"functional":[15],"Magnetic":[16],"Resonance":[17],"Imaging":[18],"(fMRI).":[19],"model,":[22],"estimate":[24,51],"the":[25,30,34,39,52,61,71,97,106],"probability":[26,47],"density":[27,48],"functions":[28],"regions":[31,41],"by":[32],"considering":[33],"voxel":[35],"time":[36],"series":[37],"in":[38],"anatomical":[40,56,93],"as":[42,70,102],"random":[43],"variables.":[44],"Using":[45,66],"these":[46],"functions,":[49],"Kullback-Leibler":[53],"divergences":[54],"between":[55,64],"region":[57,94],"pairs":[58],"to":[59,92],"assess":[60],"connection":[62,72],"strength":[63],"regions.":[65,85],"KL":[67,103],"divergence":[68],"values":[69],"weights,":[73],"construct":[75],"dynamic":[76],"that":[79],"illustrate":[80],"information":[81],"exchange":[82],"among":[83],"The":[86],"nodes":[87],"network":[90],"correspond":[91],"indices,":[95],"while":[96],"edge":[98],"weights":[99],"are":[100],"defined":[101],"divergences.":[104],"Finally,":[105],"developed":[109],"early":[111],"and":[112,117],"advanced-stage":[113],"Alzheimer\u2019s":[114],"disease":[115],"patients":[116],"healthy":[118],"individuals":[119],"were":[120],"visualized":[121],"with":[122],"BrainNet":[123],"Viewer":[124],"software.":[125]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
