{"id":"https://openalex.org/W1988656299","doi":"https://doi.org/10.1109/coginf.2010.5599709","title":"Rapid and automatic atlas-based approach of Alzheimer's disease assessment by positron emission tomography neuroimages","display_name":"Rapid and automatic atlas-based approach of Alzheimer's disease assessment by positron emission tomography neuroimages","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1988656299","doi":"https://doi.org/10.1109/coginf.2010.5599709","mag":"1988656299"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2010.5599709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2010.5599709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"9th IEEE International Conference on Cognitive Informatics (ICCI'10)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060411253","display_name":"Guoyu Qian","orcid":"https://orcid.org/0000-0001-5679-9710"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Guoyu Qian","raw_affiliation_strings":["The University of Newcastle, Callaghan, NSW, AU","School of Design, Communication and IT, The University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Newcastle, Callaghan, NSW, AU","institution_ids":["https://openalex.org/I78757542"]},{"raw_affiliation_string":"School of Design, Communication and IT, The University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xuezhen Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I146613903","display_name":"Shanghai Lixin University of Accounting and Finance","ror":"https://ror.org/02g81yf77","country_code":"CN","type":"education","lineage":["https://openalex.org/I146613903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuezhen Shen","raw_affiliation_strings":["Shanghai Lixin University of Commerce, China","Shanghai LiXin University of Commerce, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Lixin University of Commerce, China","institution_ids":["https://openalex.org/I146613903"]},{"raw_affiliation_string":"Shanghai LiXin University of Commerce, China","institution_ids":["https://openalex.org/I146613903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078730212","display_name":"Suhuai Luo","orcid":"https://orcid.org/0000-0002-6185-6035"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Suhuai Luo","raw_affiliation_strings":["The University of Newcastle, Callaghan, NSW, AU","School of Design, Communication and IT, The University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Newcastle, Callaghan, NSW, AU","institution_ids":["https://openalex.org/I78757542"]},{"raw_affiliation_string":"School of Design, Communication and IT, The University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112525655","display_name":"Jesse S. Jin","orcid":"https://orcid.org/0000-0002-8194-485X"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jesse S. Jin","raw_affiliation_strings":["The University of Newcastle, Callaghan, NSW, AU","School of Design, Communication and IT, The University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Newcastle, Callaghan, NSW, AU","institution_ids":["https://openalex.org/I78757542"]},{"raw_affiliation_string":"School of Design, Communication and IT, The University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021552253","display_name":"Wies\u0142aw L. Nowinski","orcid":"https://orcid.org/0000-0003-2869-0608"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wieslaw L. Nowinski","raw_affiliation_strings":["Biomedical Imaging Laboratory, Agency for Science, Technology and Research, Singapore","Biomedical Imaging Lab, Agency for Science Technology and Research, Singapore"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Laboratory, Agency for Science, Technology and Research, Singapore","institution_ids":["https://openalex.org/I115228651"]},{"raw_affiliation_string":"Biomedical Imaging Lab, Agency for Science Technology and Research, Singapore","institution_ids":["https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060411253"],"corresponding_institution_ids":["https://openalex.org/I78757542"],"apc_list":null,"apc_paid":null,"fwci":0.1755,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53635086,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":null,"first_page":"375","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10086","display_name":"Alzheimer's disease research and treatments","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.7205576300621033},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6332809329032898},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.582348644733429},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5728060603141785},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4977772533893585},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.482980877161026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4582918882369995},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.4157172441482544},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3721127510070801},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34582746028900146},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3380615711212158},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2553088665008545},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.23243364691734314},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1560518741607666}],"concepts":[{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.7205576300621033},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6332809329032898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.582348644733429},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5728060603141785},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4977772533893585},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.482980877161026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4582918882369995},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.4157172441482544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3721127510070801},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34582746028900146},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3380615711212158},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2553088665008545},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.23243364691734314},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1560518741607666}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/coginf.2010.5599709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2010.5599709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"9th IEEE International Conference on Cognitive Informatics (ICCI'10)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/29001722","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"pmh:uon:10055","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/927137","pdf_url":null,"source":{"id":"https://openalex.org/S4306401391","display_name":"NOVA (University of Newcastle, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/29001722","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W7508719","https://openalex.org/W109381222","https://openalex.org/W1500276200","https://openalex.org/W1522806115","https://openalex.org/W1528119265","https://openalex.org/W1602338670","https://openalex.org/W1847168837","https://openalex.org/W1967968652","https://openalex.org/W1980700789","https://openalex.org/W1991952617","https://openalex.org/W1998743275","https://openalex.org/W2006096283","https://openalex.org/W2016228161","https://openalex.org/W2016329275","https://openalex.org/W2036790949","https://openalex.org/W2044367669","https://openalex.org/W2054804336","https://openalex.org/W2077163633","https://openalex.org/W2089588548","https://openalex.org/W2114690637","https://openalex.org/W2114953476","https://openalex.org/W2122185558","https://openalex.org/W2153113700","https://openalex.org/W2153245342","https://openalex.org/W2159122349","https://openalex.org/W2165818990","https://openalex.org/W2277102574","https://openalex.org/W2319937903","https://openalex.org/W2321130801","https://openalex.org/W2327879816","https://openalex.org/W3017143921","https://openalex.org/W3127623214","https://openalex.org/W6677116283","https://openalex.org/W6790756465"],"related_works":["https://openalex.org/W2250488071","https://openalex.org/W2356150353","https://openalex.org/W2380744779","https://openalex.org/W1999647744","https://openalex.org/W2018643641","https://openalex.org/W2469878540","https://openalex.org/W2765337000","https://openalex.org/W2967867994","https://openalex.org/W2112264450","https://openalex.org/W2113454941"],"abstract_inverted_index":{"Current":[0],"Alzheimer's":[1,98,154],"disease":[2,99,143],"diagnosis":[3,96,144],"and":[4,13,22,26,37,54,83,93,110,136,148,159],"cognitive":[5,16,91,102,157],"assessment":[6,12],"are":[7,20,44,86,121,130,145],"based":[8,71],"on":[9,72,97,114],"medical":[10],"history":[11],"evaluation":[14],"of":[15,80,126,133,142,170],"score":[17],"systems.":[18],"They":[19],"time-consuming":[21],"subjective.":[23],"A":[24],"rapid":[25],"automated":[27],"method":[28,106],"is":[29,107,173],"developed":[30],"by":[31,50,63],"processing":[32],"positron":[33],"emission":[34],"tomography":[35],"neuroimages":[36,49],"performing":[38],"statistical":[39,78],"analysis.":[40],"The":[41,77,104,117,163],"brain":[42,66],"areas":[43],"firstly":[45],"extracted":[46],"from":[47],"the":[48,65,73,90,131,134,139,151],"an":[51],"atlas-assisted":[52],"approach,":[53],"then":[55],"transformed":[56],"piecewise":[57],"into":[58,67],"a":[59,95,124],"common":[60],"atlas":[61],"space":[62],"dividing":[64],"18":[68],"cubic":[69],"regions":[70],"landmarks":[74],"identified":[75],"automatically.":[76],"models":[79],"stepwise":[81],"regressions":[82,135],"discriminant":[84,137],"classification":[85],"applied":[87],"to":[88],"predict":[89],"scores":[92],"make":[94],"or":[100],"mild":[101,156],"impairment.":[103],"proposed":[105],"fully":[108],"automatic":[109],"has":[111],"been":[112],"tested":[113],"400":[115],"cases.":[116],"preliminary":[118],"testing":[119],"results":[120],"promising.":[122],"For":[123],"group":[125,169],"250":[127],"cases":[128,172],"which":[129],"samples":[132],"classification,":[138],"success":[140,165],"rates":[141],"73.7%,":[146],"54.9%,":[147],"79.7%":[149],"for":[150,167],"patients":[152],"with":[153],"disease,":[155],"impairment,":[158],"normal":[160],"subjects,":[161],"respectively.":[162],"average":[164],"rate":[166],"another":[168],"150":[171],"61.3%.":[174]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}