{"id":"https://openalex.org/W4394731408","doi":"https://doi.org/10.1109/ricai60863.2023.10489198","title":"Early Diagnosis and Progression of Alzheimer's Disease Based on Long Short-Term Memory Model","display_name":"Early Diagnosis and Progression of Alzheimer's Disease Based on Long Short-Term Memory Model","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4394731408","doi":"https://doi.org/10.1109/ricai60863.2023.10489198"},"language":"en","primary_location":{"id":"doi:10.1109/ricai60863.2023.10489198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ricai60863.2023.10489198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)","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/A5100568639","display_name":"Yilin Jiang","orcid":"https://orcid.org/0000-0003-4447-7364"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yilin Jiang","raw_affiliation_strings":["College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","College of Educational Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101408542","display_name":"Zengyi Yu","orcid":"https://orcid.org/0009-0003-4571-340X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyi Yu","raw_affiliation_strings":["College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","College of Educational Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113175646","display_name":"Xuanyu Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanyu Yin","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101543076","display_name":"Haidong Guo","orcid":"https://orcid.org/0000-0002-4109-3931"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Guo","raw_affiliation_strings":["College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","College of Educational Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Educational Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100568639"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":1.5127,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.832555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9757999777793884,"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/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9757999777793884,"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":0.9513999819755554,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9412999749183655,"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/long-term-memory","display_name":"Long-term memory","score":0.588017463684082},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.586003303527832},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5590079426765442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.519221842288971},{"id":"https://openalex.org/keywords/long-memory","display_name":"Long memory","score":0.5191727876663208},{"id":"https://openalex.org/keywords/short-term-memory","display_name":"Short-term memory","score":0.49472305178642273},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4401400089263916},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3137003779411316},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.25226926803588867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20598524808883667},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1905234456062317},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.1651414930820465},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.1332402229309082},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.12680381536483765},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10914096236228943},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10762801766395569},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.10760906338691711},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09450063109397888}],"concepts":[{"id":"https://openalex.org/C24590219","wikidata":"https://www.wikidata.org/wiki/Q18601","display_name":"Long-term memory","level":3,"score":0.588017463684082},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.586003303527832},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5590079426765442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.519221842288971},{"id":"https://openalex.org/C2986394398","wikidata":"https://www.wikidata.org/wiki/Q1805477","display_name":"Long memory","level":3,"score":0.5191727876663208},{"id":"https://openalex.org/C179226034","wikidata":"https://www.wikidata.org/wiki/Q18599","display_name":"Short-term memory","level":4,"score":0.49472305178642273},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4401400089263916},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3137003779411316},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25226926803588867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20598524808883667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1905234456062317},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.1651414930820465},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.1332402229309082},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.12680381536483765},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10914096236228943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10762801766395569},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.10760906338691711},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09450063109397888},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ricai60863.2023.10489198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ricai60863.2023.10489198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)","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":7,"referenced_works":["https://openalex.org/W2064186732","https://openalex.org/W3201798407","https://openalex.org/W4206730042","https://openalex.org/W4220878282","https://openalex.org/W4280512342","https://openalex.org/W4289545164","https://openalex.org/W6841849973"],"related_works":["https://openalex.org/W2724703943","https://openalex.org/W4225519494","https://openalex.org/W4401807425","https://openalex.org/W4294018740","https://openalex.org/W1494049244","https://openalex.org/W1985942784","https://openalex.org/W2619402516","https://openalex.org/W2181792687","https://openalex.org/W4210643821","https://openalex.org/W4402540985"],"abstract_inverted_index":{"With":[0],"the":[1,27,31,54,107,127],"growing":[2],"aging":[3],"population,":[4],"Alzheimer's":[5,41,57],"disease":[6,42],"(AD)":[7],"is":[8],"becoming":[9],"more":[10],"prevalent.":[11],"However,":[12],"lack":[13],"of":[14,22,40,56,110,129,141],"awareness":[15],"hinders":[16],"early":[17,38],"detection,":[18],"leading":[19],"to":[20,93,125],"67%":[21],"patients":[23],"being":[24],"diagnosed":[25],"in":[26],"intermediate":[28],"stage,":[29],"missing":[30],"optimal":[32],"intervention":[33],"period.":[34],"Therefore,":[35],"research":[36],"on":[37,47,80],"diagnosis":[39],"holds":[43],"practical":[44],"value.":[45],"Building":[46],"prior":[48],"work,":[49],"this":[50,113],"study":[51,74,114],"further":[52],"subdivided":[53],"symptoms":[55],"disease,":[58],"segmenting":[59],"mild":[60],"cognitive":[61],"impairment":[62],"(MCI)":[63],"into":[64],"three":[65],"categories,":[66],"such":[67],"as":[68],"subjective":[69],"memory":[70],"complaints":[71],"(SMC).":[72],"This":[73],"constructed":[75],"a":[76,100,137],"clustering":[77],"model":[78,90],"based":[79],"neural":[81,119],"networks":[82],"and":[83,85,97],"KNN,":[84],"used":[86],"MAT":[87],"LAB":[88],"for":[89],"data":[91],"training,":[92],"intelligently":[94],"diagnose":[95],"MCI,":[96],"ultimately":[98],"achieving":[99,136],"90%":[101],"test":[102,138],"accuracy":[103,139],"rate.":[104],"Additionally,":[105],"considering":[106],"dynamic":[108],"nature":[109],"AD":[111],"progression,":[112],"proposed":[115],"an":[116],"improved":[117],"LSTM":[118],"network":[120],"method":[121],"utilizing":[122],"attention":[123],"mechanisms":[124],"predict":[126],"development":[128],"patients'":[130],"conditions":[131],"across":[132],"multiple":[133],"clinical":[134],"examinations,":[135],"rate":[140],"88%.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
