{"id":"https://openalex.org/W2979654000","doi":"https://doi.org/10.1109/fuzz-ieee.2019.8858903","title":"An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs","display_name":"An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2979654000","doi":"https://doi.org/10.1109/fuzz-ieee.2019.8858903","mag":"2979654000"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2019.8858903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2019.8858903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5068474295","display_name":"Jo\u00e3o M. C. Sousa","orcid":"https://orcid.org/0000-0002-8030-4746"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Joao M.C. Sousa","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023524727","display_name":"Susana M. Vieira","orcid":"https://orcid.org/0000-0001-7961-1004"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana M. Vieira","raw_affiliation_strings":["IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"IDMEC, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029618080","display_name":"Jo\u00e3o Paulo Carvalho","orcid":"https://orcid.org/0000-0003-0005-8299"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao P. Carvalho","raw_affiliation_strings":["INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089809829","display_name":"Sara C. Madeira","orcid":"https://orcid.org/0000-0002-1459-8096"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sara C. Madeira","raw_affiliation_strings":["LASIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"LASIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031401755","display_name":"Leo Anthony Celi","orcid":"https://orcid.org/0000-0001-6712-6626"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leo Celi","raw_affiliation_strings":["Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105038953","display_name":"Stan N. Finkelstein","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stan N. Finkelstein","raw_affiliation_strings":["Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068474295"],"corresponding_institution_ids":["https://openalex.org/I141596103"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12103435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9922000169754028,"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":0.9922000169754028,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9388999938964844,"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":0.9326000213623047,"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/computer-science","display_name":"Computer science","score":0.6446099281311035},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6054199934005737},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5510190725326538},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.43726611137390137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.341550350189209},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33366858959198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6446099281311035},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6054199934005737},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5510190725326538},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.43726611137390137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.341550350189209},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33366858959198},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2019.8858903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2019.8858903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W572859077","https://openalex.org/W1657774248","https://openalex.org/W1922017469","https://openalex.org/W1964176984","https://openalex.org/W1965825532","https://openalex.org/W1973953796","https://openalex.org/W1977193738","https://openalex.org/W1980109824","https://openalex.org/W1983512190","https://openalex.org/W1991296835","https://openalex.org/W1991635626","https://openalex.org/W1994448767","https://openalex.org/W1995555288","https://openalex.org/W2018145440","https://openalex.org/W2034008407","https://openalex.org/W2059363182","https://openalex.org/W2060085188","https://openalex.org/W2067742205","https://openalex.org/W2079325629","https://openalex.org/W2083484688","https://openalex.org/W2084424085","https://openalex.org/W2093454802","https://openalex.org/W2100432176","https://openalex.org/W2100851406","https://openalex.org/W2116112119","https://openalex.org/W2119910794","https://openalex.org/W2130861663","https://openalex.org/W2133897481","https://openalex.org/W2141658687","https://openalex.org/W2146382330","https://openalex.org/W2149687213","https://openalex.org/W2164821482","https://openalex.org/W2396881363","https://openalex.org/W2555094491","https://openalex.org/W2557865240","https://openalex.org/W2565580962","https://openalex.org/W2891400669","https://openalex.org/W4205699531"],"related_works":["https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W4205824991","https://openalex.org/W3200723557","https://openalex.org/W4312713546","https://openalex.org/W2362195430","https://openalex.org/W2347494122","https://openalex.org/W2567983276","https://openalex.org/W2038503502","https://openalex.org/W135622916"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,57],"decision":[4],"support":[5,108],"system":[6],"based":[7],"on":[8],"fuzzy":[9,11,14],"clustering,":[10],"modeling":[12],"and":[13,51],"fingerprints,":[15],"to":[16,46,91],"provide":[17],"personalized":[18,53,61],"therapy":[19,54],"for":[20,118],"critically":[21],"ill":[22],"patients.":[23],"It":[24],"is":[25],"hypothesized":[26],"that":[27],"the":[28,64,70,78,85,92],"\u2018collective":[29],"experience\u2019":[30],"from":[31],"large":[32],"clinical":[33,36],"databases,":[34],"where":[35],"decisions":[37],"are":[38],"linked":[39],"with":[40,104,120],"patient":[41,49,67],"outcomes,":[42],"can":[43],"be":[44,82],"used":[45],"identify":[47],"specific":[48],"sub-groups":[50],"build":[52],"models":[55],"towards":[56],"new":[58],"era":[59],"of":[60,66,77,88,102],"medicine,":[62],"allowing":[63],"improvement":[65],"outcomes":[68],"in":[69],"Intensive":[71],"Care":[72],"Unit":[73],"(ICU).":[74],"The":[75],"validity":[76],"proposed":[79],"systems":[80,113],"will":[81],"tested":[83],"using":[84],"case":[86],"study":[87],"patients":[89,103,119],"admitted":[90],"ICU":[93],"who":[94],"then":[95],"develop":[96],"acute":[97],"kidney":[98],"injury":[99],"(AKI);":[100],"Two-thirds":[101],"AKI":[105],"require":[106],"renal":[107],"therapy.":[109],"Generalized":[110],"severity":[111],"scoring":[112],"have":[114],"consistently":[115],"performed":[116],"poorly":[117],"AKI.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
