{"id":"https://openalex.org/W4416122424","doi":"https://doi.org/10.1186/s12911-025-03248-5","title":"Prediction of ultrafiltration volume in maintenance hemodialysis patients using an artificial neural network model based on body composition information","display_name":"Prediction of ultrafiltration volume in maintenance hemodialysis patients using an artificial neural network model based on body composition information","publication_year":2025,"publication_date":"2025-11-11","ids":{"openalex":"https://openalex.org/W4416122424","doi":"https://doi.org/10.1186/s12911-025-03248-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/41219934"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-025-03248-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-03248-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03248-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03248-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085691361","display_name":"Jiaoyan Chen","orcid":"https://orcid.org/0000-0003-4643-6750"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaoyan Chen","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012163251","display_name":"Jurong Yang","orcid":"https://orcid.org/0000-0002-6792-4617"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jurong Yang","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013300557","display_name":"Xinghua Lu","orcid":"https://orcid.org/0000-0003-3137-8586"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianqiong Lu","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028960532","display_name":"Jinrong Peng","orcid":"https://orcid.org/0000-0001-9911-8444"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingrong Peng","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006340696","display_name":"Lirong He","orcid":"https://orcid.org/0000-0002-8106-756X"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangji He","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101969436","display_name":"Wei Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Tan","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111312389","display_name":"Qing Yu","orcid":"https://orcid.org/0009-0007-8587-6974"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Yu","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101621772","display_name":"Yunyan Wang","orcid":"https://orcid.org/0000-0002-0866-4640"},"institutions":[{"id":"https://openalex.org/I4210129459","display_name":"The Affiliated Yongchuan Hospital of Chongqing Medical University","ror":"https://ror.org/033vnzz93","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129459"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunyan Wang","raw_affiliation_strings":["Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China. 651114@hospital.cqmu.edu.cn","Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China. 651114@hospital.cqmu.edu.cn","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]},{"raw_affiliation_string":"Department of Nephrology, The Third Affiliated Hospital of Chongqing Medical University (FangDa Hospital), No. 1, Shuanghu Branch Road, Yubei District, Chongqing, 401120, China","institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101621772"],"corresponding_institution_ids":["https://openalex.org/I4210129459","https://openalex.org/I87780372"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":1.3883,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83519897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"25","issue":"1","first_page":"417","last_page":"417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10291","display_name":"Dialysis and Renal Disease Management","score":0.5590000152587891,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10291","display_name":"Dialysis and Renal Disease Management","score":0.5590000152587891,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11534","display_name":"Erythropoietin and Anemia Treatment","score":0.08780000358819962,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12279","display_name":"Body Composition Measurement Techniques","score":0.08209999650716782,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ultrafiltration","display_name":"Ultrafiltration (renal)","score":0.8485999703407288},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.699400007724762},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6891000270843506},{"id":"https://openalex.org/keywords/hemodialysis","display_name":"Hemodialysis","score":0.5644999742507935},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.3950999975204468},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.37630000710487366}],"concepts":[{"id":"https://openalex.org/C50817676","wikidata":"https://www.wikidata.org/wiki/Q7880534","display_name":"Ultrafiltration (renal)","level":2,"score":0.8485999703407288},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.699400007724762},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6891000270843506},{"id":"https://openalex.org/C2778063415","wikidata":"https://www.wikidata.org/wiki/Q391744","display_name":"Hemodialysis","level":2,"score":0.5644999742507935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40700000524520874},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3950999975204468},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37540000677108765},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3499999940395355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3059999942779541},{"id":"https://openalex.org/C128540205","wikidata":"https://www.wikidata.org/wiki/Q654320","display_name":"Artificial kidney","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C2778865887","wikidata":"https://www.wikidata.org/wiki/Q2720606","display_name":"Hemofiltration","level":3,"score":0.2549999952316284}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001823","descriptor_name":"Body Composition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001823","descriptor_name":"Body Composition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001823","descriptor_name":"Body Composition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001823","descriptor_name":"Body Composition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014462","descriptor_name":"Ultrafiltration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014462","descriptor_name":"Ultrafiltration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014462","descriptor_name":"Ultrafiltration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014462","descriptor_name":"Ultrafiltration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-025-03248-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-03248-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03248-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:41219934","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41219934","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:4495d5f609eb43e58d45958e9f3e1bbb","is_oa":true,"landing_page_url":"https://doaj.org/article/4495d5f609eb43e58d45958e9f3e1bbb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 25, Iss 1, Pp 1-10 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11418196","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12606949","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-025-03248-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-03248-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03248-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416122424.pdf","grobid_xml":"https://content.openalex.org/works/W4416122424.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2016026347","https://openalex.org/W2016891121","https://openalex.org/W2048555639","https://openalex.org/W2050584368","https://openalex.org/W2064823909","https://openalex.org/W2087773817","https://openalex.org/W2117085024","https://openalex.org/W2154837340","https://openalex.org/W2399944729","https://openalex.org/W2463525572","https://openalex.org/W2552737632","https://openalex.org/W2587993367","https://openalex.org/W2797159993","https://openalex.org/W2809726512","https://openalex.org/W2883741661","https://openalex.org/W2896298550","https://openalex.org/W2911925130","https://openalex.org/W2971080590","https://openalex.org/W2982059406","https://openalex.org/W2983162735","https://openalex.org/W3049387375","https://openalex.org/W3127932910","https://openalex.org/W3194384525","https://openalex.org/W3196322428","https://openalex.org/W4226119217","https://openalex.org/W4282542011","https://openalex.org/W4306783667","https://openalex.org/W4308373031","https://openalex.org/W4313529876","https://openalex.org/W4366822250","https://openalex.org/W4378745282","https://openalex.org/W4387246542","https://openalex.org/W4387879294","https://openalex.org/W4388721935","https://openalex.org/W4392720117","https://openalex.org/W4393046817","https://openalex.org/W4403065485","https://openalex.org/W4405866403","https://openalex.org/W4407142923"],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"and":[1,12,35,42,73,77,108,113,153,173,178,181,199,221,241,283,286],"rapid":[2,43],"assessment":[3,330],"of":[4,7,22,48,82,95,149,159,227,236,247,262,278,291,308,335],"fluid":[5,14],"status":[6],"maintenance":[8],"hemodialysis":[9,117],"(MHD)":[10],"patients":[11,63,97],"maintaining":[13],"balance":[15],"is":[16],"essential":[17],"to":[18,52,71,78,86,166,187,214,328],"ensure":[19],"the":[20,80,116,147,168,189,197,208,216,228,234,248,288,305],"quality":[21],"dialysis":[23,87,130],"treatment.":[24],"Currently,":[25],"clinical":[26,109,154],"methods":[27],"for":[28,56,193,267,332],"assessing":[29],"ultrafiltration":[30,58,139,269,322,336],"volume":[31,59,140,270,331,337],"are":[32,39,44],"still":[33],"insufficient,":[34],"reliable":[36],"tools":[37],"that":[38],"more":[40],"accurate":[41],"needed.":[45],"The":[46,137,225,251],"objective":[47],"this":[49,75],"study":[50,302],"was":[51,122,141,205,230],"construct":[53],"a":[54,157,324],"model":[55,203,229,255,313],"predicting":[57],"(UF)":[60],"in":[61,90,175,196,271,298,320,338],"MHD":[62,91,99,176,272,299,333,339],"based":[64,145,232,314],"on":[65,88,124,146,233,296,315],"artificial":[66,252,310],"neural":[67,211,253,311],"network":[68,212,254,312],"(ANN)":[69],"algorithms,":[70],"validate":[72],"evaluate":[74],"model,":[76,198],"investigate":[79],"impact":[81],"body":[83,150,171,223,293,317],"composition":[84,121,151,172,294,318],"prior":[85],"UF":[89,174,220,297],"patients.":[92,273,300,340],"A":[93],"total":[94],"319":[96],"undergoing":[98],"treatment":[100,131],"at":[101],"our":[102],"center":[103],"were":[104,111,164,185],"enrolled.":[105],"Basic":[106],"demographic":[107],"characteristics":[110],"collected":[112],"evaluated":[114],"using":[115,132,207],"information":[118,319],"system.":[119],"Body":[120],"measured":[123],"\u2265":[125],"3":[126],"separate":[127],"days":[128],"before":[129],"an":[133,257,275,309],"Inbody":[134],"bioimpedance":[135],"instrument.":[136],"target":[138],"determined":[142],"by":[143],"nephrologists":[144],"integration":[148],"measurements":[152],"characteristics,":[155],"yielding":[156],"dataset":[158],"1,205":[160],"entries.":[161],"Heat":[162],"maps":[163],"used":[165,186],"demonstrate":[167],"correlation":[169],"between":[170,219,281],"patients,":[177,334],"LASSO":[179],"regression":[180,184],"multifactorial":[182],"linear":[183],"screen":[188],"relevant":[190],"indicator":[191],"factors":[192],"final":[194],"inclusion":[195],"Backpropagation":[200],"Neural":[201],"Network":[202],"(BPNN)":[204],"developed":[206],"MATLAB":[209],"(R2022a)":[210],"toolbox":[213],"establish":[215],"projected":[217],"relationship":[218],"pre-dialysis":[222,316],"composition.":[224],"effectiveness":[226],"assessed":[231],"coefficient":[235],"determination":[237],"(R":[238],"2":[239,264],")":[240],"root":[242],"mean":[243],"square":[244],"error":[245],"(RMSE)":[246],"calculated":[249],"regression.":[250],"demonstrated":[256],"optimal":[258],"predictive":[259,306,326],"performance":[260],"metric":[261],"R":[263],"=":[265],"0.965":[266],"forecasting":[268],"With":[274],"average":[276],"difference":[277],"0.182":[279],"L":[280],"observed":[282],"predicted":[284],"values,":[285],"highlighted":[287],"significant":[289],"influence":[290],"certain":[292],"indicators":[295],"This":[301],"effectively":[303],"demonstrates":[304],"role":[307],"estimating":[321],"providing":[323],"valuable":[325],"tool":[327],"optimize":[329]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-11-11T00:00:00"}