{"id":"https://openalex.org/W4387848916","doi":"https://doi.org/10.1145/3583780.3616004","title":"Data and Decision Fusion with Uncertainty Quantification for ML-based Healthcare Decision Systems","display_name":"Data and Decision Fusion with Uncertainty Quantification for ML-based Healthcare Decision Systems","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387848916","doi":"https://doi.org/10.1145/3583780.3616004"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3616004","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3616004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","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/A5015638199","display_name":"Grigor Bezirganyan","orcid":"https://orcid.org/0000-0003-0428-1973"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Grigor Bezirganyan","raw_affiliation_strings":["Aix-Marseille University, CNRS, LIS, Marseille, France"],"affiliations":[{"raw_affiliation_string":"Aix-Marseille University, CNRS, LIS, Marseille, France","institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015638199"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210114274"],"apc_list":null,"apc_paid":null,"fwci":0.3491,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66161683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5169","last_page":"5172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9940999746322632,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9940999746322632,"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/T10028","display_name":"Topic Modeling","score":0.9819999933242798,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9693999886512756,"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/leverage","display_name":"Leverage (statistics)","score":0.7727330923080444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6965071558952332},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6550509929656982},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6319794654846191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5674474239349365},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.5305600166320801},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47544169425964355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46655911207199097},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4239715039730072},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35956770181655884}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7727330923080444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965071558952332},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6550509929656982},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6319794654846191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5674474239349365},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.5305600166320801},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47544169425964355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46655911207199097},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4239715039730072},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35956770181655884},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3616004","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3616004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309911","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2888471892","https://openalex.org/W2964059111","https://openalex.org/W2990211757","https://openalex.org/W3009086519","https://openalex.org/W3011727199","https://openalex.org/W3035333188","https://openalex.org/W3081597552","https://openalex.org/W3152844947","https://openalex.org/W3164008977","https://openalex.org/W3196633546","https://openalex.org/W4206042814","https://openalex.org/W4292828881","https://openalex.org/W4308885870","https://openalex.org/W4315628777","https://openalex.org/W4318148055","https://openalex.org/W4352977273","https://openalex.org/W4361284377","https://openalex.org/W4378389862","https://openalex.org/W6795879437"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W1991093342","https://openalex.org/W2168054807","https://openalex.org/W2058990474"],"abstract_inverted_index":{"This":[0],"paper":[1],"outlines":[2],"the":[3,20,35,53],"PhD":[4],"research":[5],"plan":[6],"to":[7,16,25,43],"develop":[8],"a":[9,27],"comprehensive,":[10],"uncertainty-aware,":[11],"multimodal":[12,28,81,102],"deep":[13,29],"learning":[14,30],"approach":[15,75],"be":[17,77],"used":[18],"in":[19,41,70,86],"healthcare":[21,50,73],"domain.The":[22],"goal":[23],"is":[24,66],"design":[26],"framework":[31,54],"that":[32],"can":[33],"leverage":[34],"complex":[36],"interconnections":[37],"between":[38],"various":[39],"modalities":[40],"order":[42],"generate":[44],"highly":[45],"precise":[46],"predictions":[47],"for":[48,59],"intricate":[49],"datasets.In":[51],"addition,":[52],"should":[55],"also":[56],"incorporate":[57],"methods":[58],"quantifying":[60],"and":[61],"dealing":[62],"with":[63,98],"uncertainty,":[64],"which":[65],"an":[67],"important":[68],"consideration":[69],"many":[71],"real-world":[72,80],"applications.The":[74],"will":[76],"tested":[78],"on":[79,101],"datasets":[82],"from":[83],"Marseilles":[84],"hospitals":[85],"France.We":[87],"further":[88],"represent":[89],"some":[90],"preliminary":[91],"results":[92],"of":[93],"our":[94],"early":[95],"stage":[96],"experiments":[97],"uncertainty":[99],"quantification":[100],"datasets.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
