{"id":"https://openalex.org/W2791969216","doi":"https://doi.org/10.1145/3172944.3173147","title":"Machine Learning Behavioral Recognition to Support Neuropsychological Diagnosis of Cognitive Decline","display_name":"Machine Learning Behavioral Recognition to Support Neuropsychological Diagnosis of Cognitive Decline","publication_year":2018,"publication_date":"2018-03-05","ids":{"openalex":"https://openalex.org/W2791969216","doi":"https://doi.org/10.1145/3172944.3173147","mag":"2791969216"},"language":"en","primary_location":{"id":"doi:10.1145/3172944.3173147","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3172944.3173147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"23rd International Conference on Intelligent User Interfaces","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/A5001450289","display_name":"Raniero Lara-Garduno","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Raniero A. Lara-Garduno","raw_affiliation_strings":["Texas A&amp;M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Texas A&amp;M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001450289"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":0.1605,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50860875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"667","last_page":"668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9968000054359436,"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":0.9968000054359436,"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":0.98089998960495,"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":0.7517564296722412},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.7195656895637512},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5009701251983643},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4988245964050293},{"id":"https://openalex.org/keywords/neuropsychological-assessment","display_name":"Neuropsychological assessment","score":0.47729742527008057},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.43929019570350647},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.43058454990386963},{"id":"https://openalex.org/keywords/neuropsychological-testing","display_name":"Neuropsychological testing","score":0.4179237186908722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39565491676330566},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35666000843048096},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3372732400894165},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.25331228971481323},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0961860716342926}],"concepts":[{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.7517564296722412},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7195656895637512},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5009701251983643},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4988245964050293},{"id":"https://openalex.org/C536788834","wikidata":"https://www.wikidata.org/wiki/Q7002588","display_name":"Neuropsychological assessment","level":4,"score":0.47729742527008057},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43929019570350647},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.43058454990386963},{"id":"https://openalex.org/C2910115300","wikidata":"https://www.wikidata.org/wiki/Q3818443","display_name":"Neuropsychological testing","level":4,"score":0.4179237186908722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39565491676330566},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35666000843048096},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3372732400894165},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.25331228971481323},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0961860716342926}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3172944.3173147","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3172944.3173147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"23rd International Conference on Intelligent User Interfaces","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":8,"referenced_works":["https://openalex.org/W1793501383","https://openalex.org/W2135011268","https://openalex.org/W2177693422","https://openalex.org/W2313881651","https://openalex.org/W2463614937","https://openalex.org/W2476213249","https://openalex.org/W2504941483","https://openalex.org/W2766099988"],"related_works":["https://openalex.org/W119450456","https://openalex.org/W4250661259","https://openalex.org/W2091396281","https://openalex.org/W178638772","https://openalex.org/W132849547","https://openalex.org/W3176024379","https://openalex.org/W4388360231","https://openalex.org/W41411069","https://openalex.org/W4388167164","https://openalex.org/W2078240122"],"abstract_inverted_index":{"With":[0],"nearly":[1],"93,500":[2],"deaths":[3],"were":[4],"attributed":[5],"to":[6,14,58,77],"Alzheimer's":[7,28],"Disease":[8],"in":[9,23,38],"2014":[10],"and":[11,30],"numbers":[12],"projected":[13],"climb,":[15],"medical":[16],"experts":[17],"have":[18],"recently":[19],"placed":[20],"increasing":[21],"emphasis":[22],"the":[24,59,90,102],"early":[25,39],"detection":[26,40],"of":[27,33,51,61,85,92,104],"disease":[29],"other":[31],"types":[32],"dementia.":[34],"An":[35],"open":[36],"challenge":[37],"is":[41],"developing":[42],"standardized":[43],"testing":[44],"that":[45,55,107],"helps":[46],"clinicians":[47],"detect":[48,78],"subtle":[49,79],"signs":[50],"Mild":[52],"Cognitive":[53],"Impairment":[54],"occur":[56],"prior":[57],"development":[60,103],"said":[62],"dementias.":[63],"In":[64],"this":[65],"regard":[66],"we":[67],"present":[68],"our":[69],"preliminary":[70],"work":[71],"on":[72],"leveraging":[73],"machine-learning":[74],"behavioral":[75,80,87],"classification":[76],"abnormalities.":[81],"Our":[82],"framework":[83],"consists":[84],"detecting":[86],"abnormalities":[88],"through":[89],"computerization":[91],"an":[93],"existing":[94],"paper-based":[95],"clinical":[96],"neuropsychological":[97],"tests":[98,106],"as":[99,101],"well":[100],"novel":[105],"could":[108],"only":[109],"be":[110],"realized":[111],"with":[112],"modern":[113],"touch":[114],"tablet":[115],"technology.":[116]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
