{"id":"https://openalex.org/W3001246048","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965956","title":"A LVQ-Based Identification System for Pathological Brain Aging Diseases","display_name":"A LVQ-Based Identification System for Pathological Brain Aging Diseases","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3001246048","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965956","mag":"3001246048"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei48845.2019.8965956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5023243260","display_name":"Ching-Sheng Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ching-Sheng Tu","raw_affiliation_strings":["Department of Electrical Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051197631","display_name":"Chenyu Wu","orcid":"https://orcid.org/0000-0002-5405-3357"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Yu Wu","raw_affiliation_strings":["Department of Electrical Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029608502","display_name":"Ying-Jie You","orcid":null},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ying-Jie You","raw_affiliation_strings":["Department of Electrical Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024403730","display_name":"Shie-Jue Lee","orcid":"https://orcid.org/0000-0001-8004-4625"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shie-Jue Lee","raw_affiliation_strings":["Intelligent Electronic Commerce Research Center, National Sun Yat-Sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Intelligent Electronic Commerce Research Center, National Sun Yat-Sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024331534","display_name":"Sharon Chen","orcid":"https://orcid.org/0000-0002-9238-7112"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sharon Chia-Ju Chen","raw_affiliation_strings":["Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070393547","display_name":"Mei\u2010Chuan Chou","orcid":"https://orcid.org/0000-0003-1007-4241"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I2802587341","display_name":"Kaohsiung Medical University Chung-Ho Memorial Hospital","ror":"https://ror.org/02xmkec90","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802587341"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mei-Chuan Chou","raw_affiliation_strings":["Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I2802587341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061061753","display_name":"Ching\u2010Kuan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Kuan Liu","raw_affiliation_strings":["Department of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5023243260"],"corresponding_institution_ids":["https://openalex.org/I142974352"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20990437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980999827384949,"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":0.9980999827384949,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9923999905586243,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9884999990463257,"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/dementia","display_name":"Dementia","score":0.6995992660522461},{"id":"https://openalex.org/keywords/learning-vector-quantization","display_name":"Learning vector quantization","score":0.6759566068649292},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.675728440284729},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6384314298629761},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.553954005241394},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5530621409416199},{"id":"https://openalex.org/keywords/memory-clinic","display_name":"Memory clinic","score":0.5023422241210938},{"id":"https://openalex.org/keywords/clinical-dementia-rating","display_name":"Clinical Dementia Rating","score":0.4623936414718628},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42358818650245667},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4133619964122772},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.362668514251709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3412381410598755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33324551582336426},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.236761212348938},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19033628702163696},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14891743659973145}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6995992660522461},{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.6759566068649292},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.675728440284729},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6384314298629761},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.553954005241394},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5530621409416199},{"id":"https://openalex.org/C2776656118","wikidata":"https://www.wikidata.org/wiki/Q6815713","display_name":"Memory clinic","level":4,"score":0.5023422241210938},{"id":"https://openalex.org/C2780906993","wikidata":"https://www.wikidata.org/wiki/Q5133756","display_name":"Clinical Dementia Rating","level":4,"score":0.4623936414718628},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42358818650245667},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4133619964122772},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.362668514251709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3412381410598755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33324551582336426},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.236761212348938},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19033628702163696},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14891743659973145},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei48845.2019.8965956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W101663867","https://openalex.org/W214812226","https://openalex.org/W853499267","https://openalex.org/W1500731913","https://openalex.org/W1535602073","https://openalex.org/W2010680143","https://openalex.org/W2012118327","https://openalex.org/W2039434802","https://openalex.org/W2082290707","https://openalex.org/W2090091537","https://openalex.org/W2094150678","https://openalex.org/W2097169398","https://openalex.org/W2114661696","https://openalex.org/W2121812409","https://openalex.org/W2134837462","https://openalex.org/W2148002238","https://openalex.org/W2161267827","https://openalex.org/W2385599084","https://openalex.org/W2410264812","https://openalex.org/W2470801339","https://openalex.org/W2517066960","https://openalex.org/W2525908259","https://openalex.org/W2799480043","https://openalex.org/W2886445457","https://openalex.org/W2910434143","https://openalex.org/W2911964244","https://openalex.org/W2941551392","https://openalex.org/W3120740533","https://openalex.org/W6604119173","https://openalex.org/W6677320665","https://openalex.org/W6757781111"],"related_works":["https://openalex.org/W2782402883","https://openalex.org/W2587525693","https://openalex.org/W2012773090","https://openalex.org/W3021640140","https://openalex.org/W4313682950","https://openalex.org/W2748821357","https://openalex.org/W2773923012","https://openalex.org/W1989364439","https://openalex.org/W2765464689","https://openalex.org/W2789493747"],"abstract_inverted_index":{"Dementia":[0,99],"has":[1,39],"gradually":[2],"affected":[3],"human":[4],"beings":[5],"around":[6],"the":[7,13,29,43,47,51,55,76,83,89,104],"world.":[8],"It":[9],"not":[10],"only":[11],"causes":[12],"decay":[14],"of":[15,88],"memory,":[16],"but":[17],"may":[18],"also":[19],"decrease":[20],"other":[21],"cognitive":[22],"functions.":[23],"At":[24],"present,":[25],"most":[26],"doctors":[27,73],"use":[28],"questionnaires":[30],"and":[31,50,85,95,97],"outpatient":[32],"data":[33],"to":[34,64,74],"determine":[35,75],"whether":[36],"a":[37,40],"patient":[38],"disease.":[41],"Because":[42],"judgment":[44],"process":[45],"involves":[46],"patient's":[48],"response":[49],"doctor's":[52],"subjective":[53],"decision,":[54],"resulting":[56],"diagnosis":[57],"can":[58,71],"be":[59],"questionable.":[60],"This":[61],"study":[62],"intends":[63],"establish":[65],"an":[66],"automatic":[67],"identification":[68],"system":[69],"which":[70],"help":[72],"pathological":[77],"brain":[78],"aging":[79],"diseases":[80],"based":[81],"on":[82],"clinical":[84],"MRI":[86],"information":[87],"patient.":[90],"LVQ":[91],"networks":[92],"are":[93,107],"adopted,":[94],"accuracy":[96],"Clinical":[98],"Rating":[100],"(CDR)":[101],"scores":[102],"for":[103],"testing":[105],"datasets":[106],"evaluated.":[108]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}