{"id":"https://openalex.org/W4412046173","doi":"https://doi.org/10.1145/3719160.3736616","title":"Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction","display_name":"Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction","publication_year":2025,"publication_date":"2025-07-05","ids":{"openalex":"https://openalex.org/W4412046173","doi":"https://doi.org/10.1145/3719160.3736616"},"language":"en","primary_location":{"id":"doi:10.1145/3719160.3736616","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3719160.3736616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM Conference on Conversational User Interfaces","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/A5073295726","display_name":"Reza Samimi","orcid":"https://orcid.org/0000-0001-6751-1559"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Reza Samimi","raw_affiliation_strings":["Computer Science, KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6751-1559","affiliations":[{"raw_affiliation_string":"Computer Science, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003044877","display_name":"Aditya Bhattacharya","orcid":"https://orcid.org/0000-0003-2740-039X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Aditya Bhattacharya","raw_affiliation_strings":["Computer Science, KU Leuven, Leuven, Vlaams-Brabant, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-2740-039X","affiliations":[{"raw_affiliation_string":"Computer Science, KU Leuven, Leuven, Vlaams-Brabant, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012885706","display_name":"Lucija Gosak","orcid":"https://orcid.org/0000-0002-8742-6594"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Lucija Gosak","raw_affiliation_strings":["University of Maribor, Faculty of Health Sciences, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-8742-6594","affiliations":[{"raw_affiliation_string":"University of Maribor, Faculty of Health Sciences, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017783286","display_name":"Gregor \u0160tiglic","orcid":"https://orcid.org/0000-0002-0183-8679"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Gregor Stiglic","raw_affiliation_strings":["University of Maribor, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-0183-8679","affiliations":[{"raw_affiliation_string":"University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076331387","display_name":"Katrien Verbert","orcid":"https://orcid.org/0000-0001-6699-7710"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Katrien Verbert","raw_affiliation_strings":["Computer Science, KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6699-7710","affiliations":[{"raw_affiliation_string":"Computer Science, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9962000250816345,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9944000244140625,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9815999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6564744114875793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6515913009643555},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4744766056537628},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4608791172504425},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41533973813056946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3315977156162262},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1678718626499176},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09069758653640747}],"concepts":[{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6564744114875793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6515913009643555},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4744766056537628},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4608791172504425},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41533973813056946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3315977156162262},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1678718626499176},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09069758653640747},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3719160.3736616","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3719160.3736616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM Conference on Conversational User Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/766912","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/766912","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"The ACM Conversational User Interfaces Conference, Waterloo, Canada, 8-10 July 2025","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1947353268","https://openalex.org/W2106952837","https://openalex.org/W2112831187","https://openalex.org/W2133674686","https://openalex.org/W2164777277","https://openalex.org/W2282821441","https://openalex.org/W2555756618","https://openalex.org/W2612690371","https://openalex.org/W2804604520","https://openalex.org/W2843010082","https://openalex.org/W2942073295","https://openalex.org/W2942444880","https://openalex.org/W2979226802","https://openalex.org/W2980537644","https://openalex.org/W2999134777","https://openalex.org/W2999765337","https://openalex.org/W3001362559","https://openalex.org/W3004612364","https://openalex.org/W3009804117","https://openalex.org/W3036458852","https://openalex.org/W3104847483","https://openalex.org/W3105396370","https://openalex.org/W3109650690","https://openalex.org/W3144008936","https://openalex.org/W3148271110","https://openalex.org/W3161731903","https://openalex.org/W3207900783","https://openalex.org/W3214796630","https://openalex.org/W4221125739","https://openalex.org/W4224982959","https://openalex.org/W4234580964","https://openalex.org/W4280619105","https://openalex.org/W4288058262","https://openalex.org/W4288359828","https://openalex.org/W4297399257","https://openalex.org/W4312190897","https://openalex.org/W4321616051","https://openalex.org/W4365440898","https://openalex.org/W4366549247","https://openalex.org/W4385302687","https://openalex.org/W4386819477","https://openalex.org/W4386958277","https://openalex.org/W4387586973","https://openalex.org/W4389520038","https://openalex.org/W4391505762","https://openalex.org/W4394584029","https://openalex.org/W4396832118","https://openalex.org/W4399592113","https://openalex.org/W4401042341","https://openalex.org/W4401583870","https://openalex.org/W4401943355","https://openalex.org/W4406081052"],"related_works":["https://openalex.org/W4390515809","https://openalex.org/W2348573424","https://openalex.org/W2003316325","https://openalex.org/W2982442175","https://openalex.org/W3080453316","https://openalex.org/W1992007649","https://openalex.org/W2981103011","https://openalex.org/W4206942858","https://openalex.org/W2134038154","https://openalex.org/W4220777870"],"abstract_inverted_index":{"Healthcare":[0],"professionals":[1,105,114],"need":[2],"effective":[3],"ways":[4],"to":[5,46,90],"use,":[6],"understand,":[7],"and":[8,23,84,106,145],"validate":[9],"AI-driven":[10],"clinical":[11],"decision":[12,35],"support":[13,36,91],"systems.":[14],"Existing":[15],"systems":[16],"face":[17],"two":[18],"key":[19],"limitations:":[20],"complex":[21],"visualizations":[22,41],"a":[24,43,53,75,85,99,116],"lack":[25],"of":[26,94,119,125],"grounding":[27,78],"in":[28,81,130],"scientific":[29,82,126],"evidence.":[30],"We":[31,51,97],"present":[32],"an":[33],"integrated":[34],"system":[37,139],"that":[38,108,137],"combines":[39],"interactive":[40],"with":[42,65,102],"conversational":[44,110],"agent":[45],"explain":[47],"diabetes":[48],"risk":[49,143],"assessments.":[50],"propose":[52],"hybrid":[54],"prompt":[55],"handling":[56],"approach":[57],"combining":[58],"fine-tuned":[59],"language":[60],"models":[61],"for":[62,71,77],"analytical":[63],"queries":[64],"general":[66],"Large":[67],"Language":[68],"Models":[69],"(LLMs)":[70],"broader":[72],"medical":[73],"questions,":[74],"methodology":[76],"AI":[79],"explanations":[80],"evidence,":[83],"feature":[86,95],"range":[87],"analysis":[88],"technique":[89],"deeper":[92],"understanding":[93,118],"contributions.":[96],"conducted":[98],"mixed-methods":[100],"study":[101],"30":[103],"healthcare":[104,113],"found":[107],"the":[109,123,131,138],"interactions":[111],"helped":[112],"build":[115],"clear":[117],"model":[120],"assessments,":[121],"while":[122],"integration":[124],"evidence":[127],"calibrated":[128],"trust":[129],"system's":[132],"decisions.":[133],"Most":[134],"participants":[135],"reported":[136],"supported":[140],"both":[141],"patient":[142],"evaluation":[144],"recommendation.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
