{"id":"https://openalex.org/W4390693423","doi":"https://doi.org/10.1109/icecs58634.2023.10382840","title":"Early Diagnosis of Alzheimer Disease with Shannon Information Source Model of the Brain","display_name":"Early Diagnosis of Alzheimer Disease with Shannon Information Source Model of the Brain","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4390693423","doi":"https://doi.org/10.1109/icecs58634.2023.10382840"},"language":"en","primary_location":{"id":"doi:10.1109/icecs58634.2023.10382840","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icecs58634.2023.10382840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112988684","display_name":"Ula\u015f Sedat Ayd\u0131n","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ulas Sedat Ayd\u0131n","raw_affiliation_strings":["Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092705812","display_name":"Abdulla Ahmadkhan","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdulla Ahmadkhan","raw_affiliation_strings":["Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014428173","display_name":"G\u00f6n\u00fcl G\u00fcnal De\u011firmendereli","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gonul Gunal Degirmendereli","raw_affiliation_strings":["Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110664463","display_name":"Fato\u015f T. Yarman Vural","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatos T. Yarman Vural","raw_affiliation_strings":["Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Middle East Technical University,Department of Computer Engineering,Ankara,T&#x00FC;rkiye","institution_ids":["https://openalex.org/I201799495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112988684"],"corresponding_institution_ids":["https://openalex.org/I201799495"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26241503,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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":0.9524999856948853,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.615270733833313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5683741569519043},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.41365039348602295},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3604642152786255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32024121284484863},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2401212751865387},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1944946050643921},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11242392659187317}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.615270733833313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5683741569519043},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.41365039348602295},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3604642152786255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32024121284484863},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2401212751865387},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1944946050643921},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11242392659187317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs58634.2023.10382840","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icecs58634.2023.10382840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2055634542","https://openalex.org/W2769782531","https://openalex.org/W3016809691","https://openalex.org/W3026072590","https://openalex.org/W3028706774","https://openalex.org/W3036726364","https://openalex.org/W3216778633","https://openalex.org/W4220689216","https://openalex.org/W4220878282","https://openalex.org/W4280512342","https://openalex.org/W4322720989","https://openalex.org/W6850439581"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0,93,111],"this":[1],"study,":[2],"we":[3,24,47,66,78,98,122],"model":[4],"each":[5,83],"anatomical":[6,41,84,109],"region":[7,85],"in":[8,39],"the":[9,26,31,35,40,49,52,55,60,63,74,80,90,94,108,115,118,124,130,142,149,160,164],"human":[10],"brain":[11,120],"as":[12,43],"a":[13],"Shannon":[14],"information":[15],"source":[16],"using":[17,141],"functional":[18],"Magnetic":[19],"Resonance":[20],"Images":[21],"(fMRI).":[22],"First,":[23],"estimate":[25,48,79],"probability":[27],"density":[28],"functions":[29],"of":[30,51,70,117,126,152,163],"regions":[32,42,53],"by":[33],"considering":[34],"voxel":[36],"time":[37],"series":[38],"random":[44],"variables.":[45],"Then":[46],"entropies":[50,81],"and":[54,86,144],"Kullback-Leibler":[56],"(KL)":[57],"divergence":[58],"between":[59],"regions.Based":[61],"on":[62,129],"suggested":[64,119],"model,":[65,121],"generate":[67],"two":[68],"types":[69],"feature":[71,76,96],"spaces.":[72],"For":[73],"first":[75],"space,":[77,97],"for":[82,159],"concatenate":[87],"them":[88],"under":[89],"same":[91],"vector.":[92],"second":[95],"define":[99],"KL":[100,105,145],"vectors,":[101],"whose":[102],"elements":[103],"are":[104,139],"divergences":[106],"across":[107],"regions.":[110],"order":[112],"to":[113],"show":[114],"validity":[116],"test":[123],"performance":[125],"multilayer":[127],"perceptron":[128],"ADNI":[131],"(Alzheimer\u2019s":[132],"Disease":[133],"Neuroimaging":[134],"Initiative)":[135],"dataset.":[136],"Multilayer":[137],"Perceptrons":[138],"trained":[140],"entropy":[143],"vectors":[146],"obtained":[147],"from":[148],"fMRI":[150],"images":[151],"these":[153],"subjects.":[154],"This":[155],"yielded":[156],"promising":[157],"results":[158],"early":[161],"diagnosis":[162],"disease.":[165]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
