{"id":"https://openalex.org/W4294974995","doi":"https://doi.org/10.1109/ichi54592.2022.00025","title":"Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study","display_name":"Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4294974995","doi":"https://doi.org/10.1109/ichi54592.2022.00025"},"language":"en","primary_location":{"id":"doi:10.1109/ichi54592.2022.00025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi54592.2022.00025","pdf_url":null,"source":{"id":"https://openalex.org/S4363608310","display_name":"2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)","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/A5007441056","display_name":"Kurt Miller","orcid":null},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kurt Miller","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032226587","display_name":"Sunyang Fu","orcid":"https://orcid.org/0000-0003-1691-5179"},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunyang Fu","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032466020","display_name":"Kris Abah","orcid":null},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kris Abah","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086015875","display_name":"Andrea Maraboto Escarria","orcid":null},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Maraboto Escarria","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025014929","display_name":"Kevin Peterson","orcid":"https://orcid.org/0000-0002-6914-8586"},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Peterson","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101585391","display_name":"Hongfang Liu","orcid":"https://orcid.org/0000-0003-2570-3741"},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongfang Liu","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006717840","display_name":"Lacey Hart","orcid":null},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lacey Hart","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077408940","display_name":"Nelly Tan","orcid":"https://orcid.org/0000-0001-9636-6944"},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nelly Tan","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010869663","display_name":"Ming Huang","orcid":"https://orcid.org/0000-0001-7367-3626"},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Huang","raw_affiliation_strings":["Mayo Clinic,USA","Mayo Clinic, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic,USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]},{"raw_affiliation_string":"Mayo Clinic, USA","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9347000122070312,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7475746870040894},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5964453220367432},{"id":"https://openalex.org/keywords/cornerstone","display_name":"Cornerstone","score":0.5788794755935669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.531387984752655},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5125748515129089},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5108544230461121},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.44172239303588867},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.4314403235912323},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42984700202941895},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4265751540660858},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3727424442768097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3451520502567291}],"concepts":[{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7475746870040894},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5964453220367432},{"id":"https://openalex.org/C2780616401","wikidata":"https://www.wikidata.org/wiki/Q1133673","display_name":"Cornerstone","level":2,"score":0.5788794755935669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.531387984752655},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5125748515129089},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5108544230461121},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.44172239303588867},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4314403235912323},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42984700202941895},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4265751540660858},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3727424442768097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3451520502567291},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichi54592.2022.00025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi54592.2022.00025","pdf_url":null,"source":{"id":"https://openalex.org/S4363608310","display_name":"2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1021289384","display_name":null,"funder_award_id":"UL1TR002377","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W79139011","https://openalex.org/W1996823741","https://openalex.org/W2032542840","https://openalex.org/W2102117374","https://openalex.org/W2152769835","https://openalex.org/W2158134389","https://openalex.org/W2435572990","https://openalex.org/W2597497411","https://openalex.org/W2798859316","https://openalex.org/W2952898513","https://openalex.org/W3033555692","https://openalex.org/W3036459446","https://openalex.org/W3175075838","https://openalex.org/W3212304951","https://openalex.org/W3216751171","https://openalex.org/W4205801320"],"related_works":["https://openalex.org/W2088111589","https://openalex.org/W2321083758","https://openalex.org/W4366496304","https://openalex.org/W2375906709","https://openalex.org/W4229004718","https://openalex.org/W2417150748","https://openalex.org/W2350669386","https://openalex.org/W2348913748","https://openalex.org/W2381386433","https://openalex.org/W2087093332"],"abstract_inverted_index":{"Institute":[0],"of":[1,6,10,29,32,47,60,106,121,127,150,170,203,217,238,263],"Healthcare":[2],"Improvement":[3],"considers":[4],"experience":[5,31,120,174],"care":[7,33,122,302],"as":[8,291],"one":[9,46],"the":[11,17,48,66,80,83,119,151,201,213,235,253,268],"Triple":[12],"Aims.":[13],"Radiology":[14],"is":[15,34,45],"among":[16,65],"highest":[18],"volume":[19],"departments":[20],"in":[21,37,87,159],"a":[22,27,88,92,167,257,292],"health":[23,301],"system.":[24],"Despite":[25],"being":[26],"cornerstone":[28],"quality,":[30],"poorly":[35],"understood":[36],"Radiology.":[38],"In":[39,162],"radiology,":[40],"Magnetic":[41],"Resonance":[42],"Imaging":[43],"(MRI)":[44],"most":[49,67],"powerful":[50],"and":[51,82,134,147,156,185,205,215,231,244,280,288,304],"important":[52],"medical":[53],"imaging":[54,69],"technologies":[55],"for":[56,71,95,123,219],"evaluate":[57],"certain":[58],"types":[59,202],"diseases.":[61],"However,":[62],"MRIs":[63],"are":[64],"challenging":[68],"studies":[70],"patients":[72,100],"due":[73],"to":[74,85,103,117,211,256,266,278,297],"long":[75],"exams,":[76],"loud":[77],"noises":[78],"during":[79],"exam,":[81],"need":[84],"stay":[86],"fixed":[89],"position":[90],"confined":[91],"narrow":[93],"space":[94],"an":[96,101,282],"extended":[97],"time.":[98],"Giving":[99],"opportunity":[102],"give":[104],"feedback":[105,295],"their":[107],"experiences":[108],"after":[109],"radiology":[110],"visit":[111],"can":[112],"provide":[113],"key":[114],"patient-centered":[115,305],"insights":[116],"elevate":[118],"patients.":[124],"The":[125],"combination":[126],"simple,":[128],"on-time":[129],"electronic":[130],"open-ended":[131],"patient":[132,152,173,221,239,294],"questionnaires":[133],"aspect-based":[135,283],"sentiment":[136,246,284],"analysis":[137,225],"natural":[138],"language":[139],"processing":[140],"(NLP)":[141],"methods":[142],"have":[143],"enabled":[144],"more":[145],"accurate":[146],"prompt":[148],"depictions":[149],"experience,":[153],"empowering":[154],"operational":[155],"financial":[157],"improvements":[158],"healthcare":[160],"delivery.":[161],"this":[163,273],"work,":[164],"we":[165],"create":[166],"labelled":[168],"corpus":[169,255,274],"146":[171],"post-MRI":[172],"reviews":[175],"by":[176,194,300],"performing":[177],"double-rated":[178],"annotation,":[179],"while":[180],"iteratively":[181,209],"developing":[182],"annotation":[183,187],"guidelines":[184],"resolving":[186],"inconsistencies.":[188],"Sentiment-aspect":[189],"pair":[190],"segments":[191],"were":[192,208,234,247],"tagged":[193],"two":[195],"expert":[196],"annotators.":[197],"Annotation":[198],"guidelines,":[199],"including":[200],"aspects":[204,218],"topics":[206],"collected,":[207],"constructed":[210],"include":[212],"range":[214],"granularity":[216],"which":[220],"had":[222],"sentiment.":[223],"Corpus":[224],"suggests":[226],"waiting":[227],"times,":[228],"staff":[229],"interactions":[230],"MRI":[232],"discomfort":[233],"primary":[236],"sources":[237],"negative":[240],"comment,":[241],"but":[242],"overall":[243],"staff-directed":[245],"positive.":[248],"Subsequent":[249],"work":[250],"will":[251],"extend":[252],"annotated":[254],"comprehensive":[258],"gold":[259],"standard":[260],"dataset":[261],"capable":[262],"distant":[264],"supervision":[265],"supplement":[267],"corpus.":[269],"Once":[270],"sufficiently":[271],"large,":[272],"could":[275],"be":[276],"used":[277],"pretrain":[279],"train":[281],"classification":[285],"transformer":[286],"model":[287],"deploy":[289],"it":[290],"real-time":[293],"engine":[296],"improve":[298],"decision-making":[299],"providers":[303],"care.":[306],"(Abstract)":[307]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}