{"id":"https://openalex.org/W4391224375","doi":"https://doi.org/10.3233/shti230968","title":"Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records","display_name":"Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391224375","doi":"https://doi.org/10.3233/shti230968","pmid":"https://pubmed.ncbi.nlm.nih.gov/38269806"},"language":"en","primary_location":{"id":"doi:10.3233/shti230968","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230968","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230968","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230968","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044204776","display_name":"Shengqiang Chi","orcid":"https://orcid.org/0000-0003-1202-8345"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengqiang Chi","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431362","display_name":"Feng Wang","orcid":"https://orcid.org/0000-0003-1427-5964"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Wang","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065021464","display_name":"Xueyao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyao Li","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111992582","display_name":"Minghong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghong Xu","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023138112","display_name":"Jingsong Li","orcid":"https://orcid.org/0000-0002-1064-637X"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsong Li","raw_affiliation_strings":["Engineering Research Center of EMR and Intelligent Expert Systems, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of EMR and Intelligent Expert Systems, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.02656311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"310","issue":null,"first_page":"264","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9326000213623047,"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":0.9326000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.722070574760437},{"id":"https://openalex.org/keywords/subtyping","display_name":"Subtyping","score":0.7141968607902527},{"id":"https://openalex.org/keywords/end-stage-renal-disease","display_name":"End stage renal disease","score":0.7059562802314758},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.6814987063407898},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.5209828019142151},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5034844279289246},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.43332308530807495},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.42188718914985657},{"id":"https://openalex.org/keywords/race","display_name":"Race (biology)","score":0.41836968064308167},{"id":"https://openalex.org/keywords/clinical-phenotype","display_name":"Clinical phenotype","score":0.41456758975982666},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3677018880844116},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.36215174198150635},{"id":"https://openalex.org/keywords/phenotype","display_name":"Phenotype","score":0.22900792956352234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17245110869407654},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11887016892433167},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.09817036986351013},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.06935498118400574}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.722070574760437},{"id":"https://openalex.org/C83852419","wikidata":"https://www.wikidata.org/wiki/Q2713292","display_name":"Subtyping","level":2,"score":0.7141968607902527},{"id":"https://openalex.org/C3019040382","wikidata":"https://www.wikidata.org/wiki/Q476921","display_name":"End stage renal disease","level":3,"score":0.7059562802314758},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.6814987063407898},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.5209828019142151},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5034844279289246},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.43332308530807495},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.42188718914985657},{"id":"https://openalex.org/C76509639","wikidata":"https://www.wikidata.org/wiki/Q918036","display_name":"Race (biology)","level":2,"score":0.41836968064308167},{"id":"https://openalex.org/C3020646490","wikidata":"https://www.wikidata.org/wiki/Q25203551","display_name":"Clinical phenotype","level":4,"score":0.41456758975982666},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3677018880844116},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36215174198150635},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.22900792956352234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17245110869407654},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11887016892433167},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.09817036986351013},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.06935498118400574},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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":[{"descriptor_ui":"D005006","descriptor_name":"Ethnicity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005006","descriptor_name":"Ethnicity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005006","descriptor_name":"Ethnicity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D019359","descriptor_name":"Knowledge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019359","descriptor_name":"Knowledge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019359","descriptor_name":"Knowledge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti230968","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230968","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230968","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:38269806","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38269806","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti230968","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230968","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230968","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8299999833106995,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G3542505863","display_name":null,"funder_award_id":"82001925","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391224375.pdf","grobid_xml":"https://content.openalex.org/works/W4391224375.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2097464408","https://openalex.org/W2803344989","https://openalex.org/W3017184026","https://openalex.org/W4214639987","https://openalex.org/W4229379111","https://openalex.org/W4288356450"],"related_works":["https://openalex.org/W187932805","https://openalex.org/W1641026212","https://openalex.org/W4312053962","https://openalex.org/W2078646730","https://openalex.org/W2087134418","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W2911135505","https://openalex.org/W2920854314","https://openalex.org/W4302340031"],"abstract_inverted_index":{"End":[0],"Stage":[1],"Renal":[2],"Disease":[3],"(ESRD)":[4],"is":[5],"a":[6,37],"highly":[7],"heterogeneous":[8],"disease":[9,30,99],"with":[10],"significant":[11],"differences":[12,93],"in":[13,94],"prevalence,":[14],"mortality,":[15],"complications,":[16],"and":[17,24,48,61,86,89,101],"treatment":[18],"modalities":[19],"across":[20],"age,":[21],"sex,":[22],"race,":[23],"ethnicity.":[25],"An":[26],"improved":[27],"knowledge":[28],"of":[29,36,45,53,68,97],"characteristics":[31],"results":[32],"from":[33],"the":[34,50,95,98],"use":[35],"data-driven":[38],"phenotypic":[39],"classification":[40],"strategy":[41],"to":[42,65],"identify":[43],"patients":[44,70],"different":[46,54],"subtypes":[47,83],"expose":[49],"clinical":[51,102],"traits":[52],"subtypes.":[55],"This":[56],"study":[57],"used":[58],"topic":[59],"models":[60],"process":[62],"mining":[63],"techniques":[64],"perform":[66],"subtyping":[67],"ESRD":[69],"on":[71,74],"hemodialysis":[72],"based":[73],"real-world":[75],"longitudinal":[76],"electronic":[77],"health":[78],"record":[79],"data.":[80],"The":[81],"mined":[82],"are":[84],"interpretable":[85],"clinically":[87],"significant,":[88],"they":[90],"can":[91],"reflect":[92],"progression":[96],"state":[100],"outcomes.":[103]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}