{"id":"https://openalex.org/W2914499113","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633126","title":"A Review of Alzheimer's Disease Classification Using Neuropsychological Data and Machine Learning","display_name":"A Review of Alzheimer's Disease Classification Using Neuropsychological Data and Machine Learning","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2914499113","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633126","mag":"2914499113"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei.2018.8633126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"},"type":"review","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/A5072992944","display_name":"Gang Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I21741975","display_name":"Changshu Institute of Technology","ror":"https://ror.org/05g6ben79","country_code":"CN","type":"education","lineage":["https://openalex.org/I21741975"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Gang Lyu","raw_affiliation_strings":["Changshu Institute of Technology Suzhou, China, The University of North Carolina at Chapel Hill, USA"],"affiliations":[{"raw_affiliation_string":"Changshu Institute of Technology Suzhou, China, The University of North Carolina at Chapel Hill, USA","institution_ids":["https://openalex.org/I21741975","https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072992944"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I21741975"],"apc_list":null,"apc_paid":null,"fwci":0.8357,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.79647149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.983299970626831,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9750999808311462,"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/neuropsychology","display_name":"Neuropsychology","score":0.7711020112037659},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7215575575828552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6989448666572571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6787416934967041},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4873519837856293},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21213144063949585},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.19804492592811584},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.07573434710502625}],"concepts":[{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.7711020112037659},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7215575575828552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6989448666572571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6787416934967041},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4873519837856293},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21213144063949585},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.19804492592811584},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.07573434710502625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei.2018.8633126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W36820562","https://openalex.org/W1549115098","https://openalex.org/W1598140581","https://openalex.org/W1853705225","https://openalex.org/W1986297645","https://openalex.org/W1992119553","https://openalex.org/W1994871153","https://openalex.org/W1997994949","https://openalex.org/W2064876676","https://openalex.org/W2084627109","https://openalex.org/W2091122245","https://openalex.org/W2250883471","https://openalex.org/W2333916262","https://openalex.org/W2401233896","https://openalex.org/W2514692010","https://openalex.org/W2578432686","https://openalex.org/W2752287204","https://openalex.org/W2962979297","https://openalex.org/W6601534619","https://openalex.org/W6732438827"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Early":[0],"detection":[1],"of":[2,21,50],"Alzheimer's":[3],"disease":[4],"(AD)":[5],"is":[6],"essential.":[7],"Compared":[8],"with":[9],"manual":[10],"judgment,":[11],"using":[12,33],"machine":[13,34,70],"learning":[14,35],"to":[15,40],"recognize":[16],"AD":[17,51,78],"has":[18],"the":[19,29,48],"advantages":[20],"high":[22],"efficiency":[23],"and":[24,37],"low":[25],"cost.":[26],"After":[27],"reviewing":[28],"research":[30],"progress":[31],"in":[32],"technology":[36],"neuropsychological":[38],"data":[39],"identify":[41],"AD,":[42],"we":[43],"point":[44],"out":[45],"that,":[46],"firstly,":[47],"dataset":[49],"should":[52,65,79],"be":[53,66,80],"expanded":[54],"by":[55,69],"discussing":[56],"around":[57],"a":[58],"specific":[59],"topic,":[60],"secondly,":[61],"more":[62],"reasonable":[63],"features":[64],"automatically":[67],"selected":[68],"learning,":[71],"at":[72],"last,":[73],"DNN":[74],"model":[75],"for":[76],"predicting":[77],"further":[81],"study.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
