{"id":"https://openalex.org/W2772367391","doi":"https://doi.org/10.1109/bibm.2017.8217706","title":"Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction","display_name":"Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2772367391","doi":"https://doi.org/10.1109/bibm.2017.8217706","mag":"2772367391"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2017.8217706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2017.8217706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004662910","display_name":"Chen Fang","orcid":"https://orcid.org/0000-0001-9425-5626"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Fang","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, Miami, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, Miami, Florida","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057459385","display_name":"Panuwat Janwattanapong","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panuwat Janwattanapong","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, Miami, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, Miami, Florida","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064281434","display_name":"Harold Martin","orcid":"https://orcid.org/0000-0001-5282-4480"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harold Martin","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, Miami, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, Miami, Florida","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071922657","display_name":"Mercedes Cabrerizo","orcid":"https://orcid.org/0000-0002-0302-7300"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mercedes Cabrerizo","raw_affiliation_strings":["Florida International University, Miami, FL, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, US","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058435585","display_name":"Armando Barreto","orcid":"https://orcid.org/0000-0002-5572-284X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armando Barreto","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, Miami, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, Miami, Florida","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083829140","display_name":"David Loewenstein","orcid":"https://orcid.org/0000-0001-6788-2798"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]},{"id":"https://openalex.org/I2800717037","display_name":"University of Florida Health","ror":"https://ror.org/04tk2gy88","country_code":"US","type":"education","lineage":["https://openalex.org/I2800717037"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Loewenstein","raw_affiliation_strings":["Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, Florida","Psychological Services and Neuropsychology Laboratory, University of Miami, Miami, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I2800717037"]},{"raw_affiliation_string":"Psychological Services and Neuropsychology Laboratory, University of Miami, Miami, Florida","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085264873","display_name":"Ranjan Duara","orcid":"https://orcid.org/0000-0001-8060-6309"},"institutions":[{"id":"https://openalex.org/I2800717037","display_name":"University of Florida Health","ror":"https://ror.org/04tk2gy88","country_code":"US","type":"education","lineage":["https://openalex.org/I2800717037"]},{"id":"https://openalex.org/I4210095266","display_name":"Mount Sinai Medical Center","ror":"https://ror.org/00wgjpw02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210095266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ranjan Duara","raw_affiliation_strings":["Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, Florida","Wien Center for Alzheimer's Disease & Memory Disorders, Mount Sinai Medical Center, Miami Beach, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I2800717037"]},{"raw_affiliation_string":"Wien Center for Alzheimer's Disease & Memory Disorders, Mount Sinai Medical Center, Miami Beach, Florida","institution_ids":["https://openalex.org/I4210095266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049795323","display_name":"Malek Adjouadi","orcid":"https://orcid.org/0000-0001-5380-3155"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]},{"id":"https://openalex.org/I2800717037","display_name":"University of Florida Health","ror":"https://ror.org/04tk2gy88","country_code":"US","type":"education","lineage":["https://openalex.org/I2800717037"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malek Adjouadi","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, Miami, Florida","Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, Miami, Florida","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I2800717037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"543","last_page":"546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9889000058174133,"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":0.9889000058174133,"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/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.9624999761581421,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9609000086784363,"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":0.8072197437286377},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5990080833435059},{"id":"https://openalex.org/keywords/neuropsychological-assessment","display_name":"Neuropsychological assessment","score":0.5843212008476257},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.5435613393783569},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5106096863746643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48510944843292236},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45774903893470764},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4463368058204651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.430792897939682},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.39170312881469727},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3411785364151001},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27308398485183716},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.20428097248077393},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1789570152759552}],"concepts":[{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.8072197437286377},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5990080833435059},{"id":"https://openalex.org/C536788834","wikidata":"https://www.wikidata.org/wiki/Q7002588","display_name":"Neuropsychological assessment","level":4,"score":0.5843212008476257},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.5435613393783569},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5106096863746643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48510944843292236},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45774903893470764},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4463368058204651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.430792897939682},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.39170312881469727},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3411785364151001},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27308398485183716},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.20428097248077393},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1789570152759552},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2017.8217706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2017.8217706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1600791756","https://openalex.org/W1902786215","https://openalex.org/W2097606805","https://openalex.org/W2119309964","https://openalex.org/W2146089088","https://openalex.org/W2155366833","https://openalex.org/W2254715077","https://openalex.org/W2322836234","https://openalex.org/W2462033511","https://openalex.org/W2488270082","https://openalex.org/W4301865969","https://openalex.org/W6829028823"],"related_works":["https://openalex.org/W2505185432","https://openalex.org/W2480208912","https://openalex.org/W2007163656","https://openalex.org/W4235872100","https://openalex.org/W2963713644","https://openalex.org/W4388325710","https://openalex.org/W4250661259","https://openalex.org/W1488488265","https://openalex.org/W3928272","https://openalex.org/W62530588"],"abstract_inverted_index":{"Typically,":[0],"neuropsychological":[1,72,112],"testing":[2],"helps":[3],"medical":[4],"experts":[5],"situate":[6],"a":[7,37],"given":[8],"patient":[9],"in":[10,19,96,122,128,151],"continuum":[11,21],"of":[12,31,45,53,58,61,84,104,120,138,171,180,197],"the":[13,20,28,51,56,85,102,117,123,136,176,181,195],"Alzheimer's":[14,149],"disease":[15,150],"(AD)":[16],"spectrum,":[17],"especially":[18],"between":[22,185],"cognitively":[23,129],"normal":[24,130],"controls":[25],"(CN)":[26,132],"and":[27,153,159,187],"prodromal":[29],"stage":[30],"mild":[32],"cognitive":[33],"impairment":[34],"(MCI).":[35],"As":[36],"well-known":[38],"early":[39],"symptom,":[40],"some":[41],"linguistic":[42,59,70,97,182],"complexity":[43,98,183],"changes":[44,99,184],"language":[46,88],"have":[47,167],"been":[48],"associated":[49,100],"with":[50,101,148],"progression":[52,103],"AD.":[54],"Currently,":[55],"investigations":[57],"manifestations":[60],"MCI":[62,124,188],"do":[63],"mostly":[64],"rely":[65],"on":[66],"manual":[67,80],"analysis,":[68],"yet":[69],"complexity-based":[71],"assessment":[73,113],"cannot":[74],"be":[75,192],"effectively":[76],"attained":[77],"by":[78],"using":[79,135],"approaches.":[81],"Taking":[82],"advantage":[83],"existing":[86],"natural":[87],"processing":[89],"(NLP)":[90],"techniques":[91],"to":[92,114],"extract":[93],"key":[94],"features":[95],"MCI,":[105],"this":[106,173],"study":[107,174],"develops":[108],"an":[109],"NLP-oriented":[110],"computerized":[111],"automatically":[115],"analyze":[116],"distinguishing":[118],"characteristics":[119],"data":[121],"group":[125],"versus":[126],"those":[127],"control":[131],"group.":[133],"By":[134],"transcripts":[137],"news":[139],"conferences":[140],"from":[141],"President":[142,154,160],"Ronald":[143],"Reagan,":[144],"who":[145,166],"was":[146],"diagnosed":[147],"1994,":[152],"Dwight":[155],"D.":[156],"Eisenhower":[157],"(DE),":[158],"George":[161],"H.":[162],"W.":[163],"Bush":[164],"(GB),":[165],"no":[168],"known":[169],"diagnosis":[170,196],"AD,":[172],"found":[175],"significantly":[177],"different":[178],"patterns":[179],"CN":[186],"subjects,":[189],"which":[190],"can":[191],"applied":[193],"into":[194],"MCI.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}