{"id":"https://openalex.org/W7160282295","doi":"https://doi.org/10.5753/sbsi.2026.248598","title":"Interactive Information Visualization as Support for Computer-Aided Diagnosis: Prototype and Qualitative Evaluation","display_name":"Interactive Information Visualization as Support for Computer-Aided Diagnosis: Prototype and Qualitative Evaluation","publication_year":2026,"publication_date":"2026-05-05","ids":{"openalex":"https://openalex.org/W7160282295","doi":"https://doi.org/10.5753/sbsi.2026.248598"},"language":null,"primary_location":{"id":"doi:10.5753/sbsi.2026.248598","is_oa":true,"landing_page_url":"https://doi.org/10.5753/sbsi.2026.248598","pdf_url":"https://sol.sbc.org.br/index.php/sbsi/article/download/41349/41119","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XXII Simp\u00f3sio Brasileiro de Sistemas de Informa\u00e7\u00e3o (SBSI 2026)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sol.sbc.org.br/index.php/sbsi/article/download/41349/41119","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118124937","display_name":"Larissa Terto Alvim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131481","display_name":"Universidad San Pedro","ror":"https://ror.org/03fehwj53","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210131481"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Larissa Terto Alvim","raw_affiliation_strings":["USP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP","institution_ids":["https://openalex.org/I4210131481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059634392","display_name":"Vagner Mendon\u00e7a Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-4807-2105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vagner Mendon\u00e7a Gon\u00e7alves","raw_affiliation_strings":["USP / IFSP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP / IFSP","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135372075","display_name":"Matheus A. O. Ribeiro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131481","display_name":"Universidad San Pedro","ror":"https://ror.org/03fehwj53","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210131481"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Matheus A. O. Ribeiro","raw_affiliation_strings":["USP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP","institution_ids":["https://openalex.org/I4210131481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054257245","display_name":"F\u00e1tima L. S. Nunes","orcid":"https://orcid.org/0000-0003-0040-0752"},"institutions":[{"id":"https://openalex.org/I4210131481","display_name":"Universidad San Pedro","ror":"https://ror.org/03fehwj53","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210131481"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"F\u00e1tima L. S. Nunes","raw_affiliation_strings":["USP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP","institution_ids":["https://openalex.org/I4210131481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51113579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"694","last_page":"713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.7429999709129333,"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/T10799","display_name":"Data Visualization and Analytics","score":0.7429999709129333,"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/T10350","display_name":"Electronic Health Records Systems","score":0.0729999989271164,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.01360000018030405,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.644599974155426},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6342999935150146},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.6182000041007996},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.4666000008583069},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.4075999855995178},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.40049999952316284},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.3693999946117401},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.3610000014305115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6625000238418579},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.644599974155426},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6342999935150146},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6182000041007996},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.4666000008583069},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.40049999952316284},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3919000029563904},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3693999946117401},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3610000014305115},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.3440999984741211},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3303000032901764},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.32100000977516174},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.31940001249313354},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.310699999332428},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.30869999527931213},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.3070000112056732},{"id":"https://openalex.org/C21338462","wikidata":"https://www.wikidata.org/wiki/Q1662581","display_name":"Information model","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2572999894618988},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.25529998540878296},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5753/sbsi.2026.248598","is_oa":true,"landing_page_url":"https://doi.org/10.5753/sbsi.2026.248598","pdf_url":"https://sol.sbc.org.br/index.php/sbsi/article/download/41349/41119","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XXII Simp\u00f3sio Brasileiro de Sistemas de Informa\u00e7\u00e3o (SBSI 2026)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5753/sbsi.2026.248598","is_oa":true,"landing_page_url":"https://doi.org/10.5753/sbsi.2026.248598","pdf_url":"https://sol.sbc.org.br/index.php/sbsi/article/download/41349/41119","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XXII Simp\u00f3sio Brasileiro de Sistemas de Informa\u00e7\u00e3o (SBSI 2026)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1384181827","display_name":null,"funder_award_id":"/2022-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3572101131","display_name":null,"funder_award_id":"2014/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4956284797","display_name":"National Institute of Science and Technology Medicine Assisted by Scientific Computing (INCT-MACC)","funder_award_id":"14/50889-7","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G7540638636","display_name":null,"funder_award_id":"2014/50889-7","funder_id":"https://openalex.org/F4320327357","funder_display_name":"Instituto Nacional de Ci\u00eancia e Tecnologia em Medicina Assistida por Computa\u00e7\u00e3o Cient\u00edfica"},{"id":"https://openalex.org/G8158777786","display_name":null,"funder_award_id":"307710/2022-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320327357","display_name":"Instituto Nacional de Ci\u00eancia e Tecnologia em Medicina Assistida por Computa\u00e7\u00e3o Cient\u00edfica","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7160282295.pdf","grobid_xml":"https://content.openalex.org/works/W7160282295.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1481064309","https://openalex.org/W2043938753","https://openalex.org/W2113186691","https://openalex.org/W2141619730","https://openalex.org/W2586494274","https://openalex.org/W2774912920","https://openalex.org/W2800836118","https://openalex.org/W2886053773","https://openalex.org/W2886305294","https://openalex.org/W2900773116","https://openalex.org/W2903515256","https://openalex.org/W2941281675","https://openalex.org/W2967464486","https://openalex.org/W3006032872","https://openalex.org/W3021012518","https://openalex.org/W3045734437","https://openalex.org/W3082314190","https://openalex.org/W3094359820","https://openalex.org/W3097436443","https://openalex.org/W3121453830","https://openalex.org/W3132400453","https://openalex.org/W3135006182","https://openalex.org/W3158075111","https://openalex.org/W3164093150","https://openalex.org/W3164412363","https://openalex.org/W3188269245","https://openalex.org/W4206113990","https://openalex.org/W4280584249","https://openalex.org/W4288754496","https://openalex.org/W4295951577","https://openalex.org/W4317904523","https://openalex.org/W4320075904","https://openalex.org/W4381896380","https://openalex.org/W4386570190","https://openalex.org/W4388491525","https://openalex.org/W4400031205","https://openalex.org/W4402128718","https://openalex.org/W4402582321","https://openalex.org/W4404037846","https://openalex.org/W4410158059","https://openalex.org/W4410159131","https://openalex.org/W4410159273","https://openalex.org/W4410159886","https://openalex.org/W4410160092","https://openalex.org/W7140177586"],"related_works":[],"abstract_inverted_index":{"Research":[0,167],"Context:":[1],"Medical":[2],"Information":[3,129],"Systems":[4],"(MIS)":[5],"have":[6],"evolved":[7],"significantly":[8],"to":[9,29,41,106,157,199,245,271],"achieve":[10],"efficiency":[11],"and":[12,61,97,135,184,186,223,235,243,259,268,281],"scalability":[13],"in":[14,48,81,230,285],"processing":[15],"large":[16],"amounts":[17],"of":[18,59,74,78,87,110,188,191,232,254,290],"multimodal":[19,51,114],"data.":[20,115],"Computer-Aided":[21],"Diagnosis":[22],"(CAD)":[23],"models":[24,39,112],"offer":[25,275],"a":[26,33,117,125,209,215,255],"second":[27],"opinion":[28],"help":[30],"physicians":[31],"compose":[32],"more":[34],"precise":[35],"diagnosis.":[36],"Effective":[37],"CAD":[38,88,111,282],"need":[40],"be":[42],"built":[43],"on":[44],"diverse,":[45],"multicentric":[46],"and,":[47],"specific":[49],"cases,":[50],"databases.":[52,292],"Scientific":[53],"and/or":[54,92],"Practical":[55],"Problem:":[56],"The":[57,141,169],"lack":[58],"standardization":[60],"complex":[62],"interoperability":[63],"among":[64],"different":[65],"MIS":[66,280],"are":[67],"major":[68],"challenges":[69],"that":[70,250],"hinder":[71],"the":[72,75,85,108,146,150,204,212,219,239,251,287],"exploration":[73],"maximum":[76],"potential":[77,159,198],"digital":[79],"data":[80,100,257],"healthcare":[82,240],"applications,":[83],"including":[84],"development":[86],"models.":[89],"Proposed":[90],"Solution":[91],"Analysis:":[93],"A":[94],"generic,":[95],"flexible":[96,256],"reusable":[98],"relational":[99],"model":[101,258],"was":[102,133,143,152],"applied,":[103],"developed":[104,134],"specifically":[105],"support":[107],"training":[109],"from":[113],"Through":[116],"case":[118],"study":[119],"using":[120],"Cardiac":[121],"Magnetic":[122],"Resonance":[123],"exams,":[124],"prototype":[126,151],"with":[127,155,181,218],"interactive":[128],"Visualization":[130],"(IV)":[131],"functionalities":[132,262],"qualitatively":[136],"evaluated.":[137],"Related":[138],"IS":[139,246],"Theory:":[140],"evaluation":[142,178],"inspired":[144],"by":[145],"Fit-Viability":[147,210],"Theory,":[148],"as":[149],"evaluated":[153],"primarily":[154],"regard":[156],"its":[158],"for":[160,203,278],"effective":[161,288],"integration":[162],"into":[163],"real-world":[164],"clinical":[165,201,224],"workflows.":[166],"Method:":[168],"research":[170,266],"included:":[171],"literature":[172],"review;":[173],"modeling;":[174],"prototyping;":[175],"development;":[176],"qualitative":[177],"through":[179],"interviews":[180],"health":[182,206],"professionals;":[183],"analysis":[185,289],"summarization":[187],"results.":[189],"Summary":[190],"Results:":[192],"Evaluated":[193],"IV":[194,261],"tools":[195,267],"demonstrated":[196],"strong":[197],"enhance":[200],"decision-making":[202],"interviewed":[205],"professionals.":[207],"From":[208],"perspective,":[211],"system":[213],"showed":[214,249],"promising":[216],"fit":[217],"users\u2019":[220],"analytical":[221],"needs":[222],"workflows,":[225],"while":[226],"also":[227],"indicating":[228],"viability":[229],"terms":[231],"technical":[233],"feasibility":[234],"resource":[236],"compatibility":[237],"within":[238],"setting.":[241],"Contributions":[242],"Impact":[244],"area:":[247],"Results":[248],"strategic":[252],"combination":[253],"customizable":[260],"can":[263],"provide":[264],"valuable":[265],"diagnostic":[269],"aids":[270],"physicians.":[272],"These":[273],"insights":[274],"practical":[276],"guidance":[277],"enhancing":[279],"capabilities,":[283],"particularly":[284],"supporting":[286],"medical":[291]},"counts_by_year":[],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2026-05-06T00:00:00"}