{"id":"https://openalex.org/W7204777289","doi":"https://doi.org/10.1097/01.tp.0001253736.71048.07","title":"P3.517: Machine learning outperforms traditional statistical methods in predicting kidney transplant outcomes: T\u00fcrkiye multicenter cohort study.","display_name":"P3.517: Machine learning outperforms traditional statistical methods in predicting kidney transplant outcomes: T\u00fcrkiye multicenter cohort study.","publication_year":2026,"publication_date":"2026-08-24","ids":{"openalex":"https://openalex.org/W7204777289","doi":"https://doi.org/10.1097/01.tp.0001253736.71048.07"},"language":"en","primary_location":{"id":"doi:10.1097/01.tp.0001253736.71048.07","doi":"https://doi.org/10.1097/01.tp.0001253736.71048.07","is_oa":false,"landing_page_url":"https://doi.org/10.1097/01.tp.0001253736.71048.07","pdf_url":null,"source":{"id":"https://openalex.org/S11564597","display_name":"Transplantation","issn_l":"0041-1337","issn":["0041-1337","1534-6080"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310318547","host_organization_name":"Wolters Kluwer","host_organization_lineage":["https://openalex.org/P4310318547"],"host_organization_lineage_names":["Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transplantation","raw_type":"journal-article"},"volume":null,"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/A5054733002","display_name":"Seyed Amir Tabatabaei Hosseini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seyed Amir Tabatabaei Hosseini","raw_affiliation_strings":["Transplant Immunology Research Center of Excellence TIREX, Ko\u00e7 University, School of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transplant Immunology Research Center of Excellence TIREX, Ko\u00e7 University, School of Medicine, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080242186","display_name":"Hamad Dheir","orcid":"https://orcid.org/0000-0002-3569-6269","observed_orcids":["https://orcid.org/0000-0002-3569-6269"]},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hamad Dheir","raw_affiliation_strings":["Division of Nephrology, Sakarya University Faculty of Medicine, Sakarya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Sakarya University Faculty of Medicine, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088672398","display_name":"\u00dclkem \u00c7akir","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I322491407","display_name":"Ac\u0131badem University","ror":"https://ror.org/01rp2a061","country_code":"TR","type":"education","lineage":["https://openalex.org/I322491407"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00dclkem \u00c7akir","raw_affiliation_strings":["Division of Nephrology, Acibadem University Faculty of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Acibadem University Faculty of Medicine, Istanbul, Turkey","institution_ids":["https://openalex.org/I322491407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103143124","display_name":"H\u00fcseyin Ko\u00e7ak","orcid":"https://orcid.org/0000-0002-5626-9952","observed_orcids":["https://orcid.org/0000-0002-5626-9952","https://orcid.org/0000-0003-3730-1985"]},"institutions":[{"id":"https://openalex.org/I197907453","display_name":"Akdeniz University","ror":"https://ror.org/01m59r132","country_code":"TR","type":"education","lineage":["https://openalex.org/I197907453"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H\u00fcseyin Ko\u00e7ak","raw_affiliation_strings":["Division of Nephrology, Akdeniz University Faculty of Medicine, Antalya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Akdeniz University Faculty of Medicine, Antalya, Turkey","institution_ids":["https://openalex.org/I197907453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082015385","display_name":"Ayg\u00fcl \u00c7eltik","orcid":"https://orcid.org/0000-0003-4399-3746","observed_orcids":["https://orcid.org/0000-0003-4399-3746"]},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ayg\u00fcl \u00c7eltik","raw_affiliation_strings":["Division of Nephrology, Ege University Faculty of Medicine, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Ege University Faculty of Medicine, Izmir, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022268167","display_name":"Ay\u015fe Sinangil","orcid":"https://orcid.org/0000-0003-4001-6376","observed_orcids":["https://orcid.org/0000-0003-4001-6376"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ayse Sinangil","raw_affiliation_strings":["Division of Nephrology, Demiro\u011flu Bilim University Faculty of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Demiro\u011flu Bilim University Faculty of Medicine, Istanbul, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072994329","display_name":"Gizem Kumru","orcid":"https://orcid.org/0000-0001-7529-3010","observed_orcids":["https://orcid.org/0000-0001-7529-3010"]},"institutions":[{"id":"https://openalex.org/I4210138939","display_name":"Y\u00fcksek \u0130htisas \u00dcniversitesi","ror":"https://ror.org/04fbjgg20","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210138939"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gizem Kumru","raw_affiliation_strings":["Division of Nephrology, Ankara Y\u00fcksek \u0130htisas University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Ankara Y\u00fcksek \u0130htisas University, Ankara, Turkey","institution_ids":["https://openalex.org/I4210138939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050761928","display_name":"Nurcan Tun\u00e7ba\u011f","orcid":"https://orcid.org/0000-0002-0389-9459","observed_orcids":["https://orcid.org/0000-0002-0389-9459"]},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]},{"id":"https://openalex.org/I4405280879","display_name":"Ko\u00e7 \u00dcniversitesi Translasyonel T\u0131p Ara\u015ft\u0131rma Merkezi","ror":"https://ror.org/03j1wrb54","country_code":"TR","type":"facility","lineage":["https://openalex.org/I1351752","https://openalex.org/I4405280879"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nurcan Tun\u00e7ba\u011f","raw_affiliation_strings":["Department of Chemical and Biological Engineering, College of Engineering, Ko\u00e7 University, Istanbul, Turkey","Ko\u00e7 University Research Center for Translational Medicine (KUTTAM), Ko\u00e7 University, School of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, College of Engineering, Ko\u00e7 University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]},{"raw_affiliation_string":"Ko\u00e7 University Research Center for Translational Medicine (KUTTAM), Ko\u00e7 University, School of Medicine, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752","https://openalex.org/I4405280879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016489026","display_name":"Ayd\u0131n T\u00fcrkmen","orcid":"https://orcid.org/0000-0003-3664-8469","observed_orcids":["https://orcid.org/0000-0003-3664-8469"]},"institutions":[{"id":"https://openalex.org/I67581229","display_name":"Istanbul University","ror":"https://ror.org/03a5qrr21","country_code":"TR","type":"education","lineage":["https://openalex.org/I67581229"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aydin T\u00fcrkmen","raw_affiliation_strings":["Division of Nephrology, Istanbul University Faculty of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Istanbul University Faculty of Medicine, Istanbul, Turkey","institution_ids":["https://openalex.org/I67581229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148780861","display_name":"Caner S\u00fcsal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Caner S\u00fcsal","raw_affiliation_strings":["Transplant Immunology Research Center of Excellence TIREX, Ko\u00e7 University, School of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transplant Immunology Research Center of Excellence TIREX, Ko\u00e7 University, School of Medicine, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087791886","display_name":"Erol Demir","orcid":"https://orcid.org/0000-0003-0128-5645","observed_orcids":["https://orcid.org/0000-0003-0128-5645"]},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erol Demir","raw_affiliation_strings":["Transplant Immunology Research Center of Excellence TIREX, Ko\u00e7 University, School of Medicine, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transplant Immunology Research Center of Excellence TIREX, Ko\u00e7 University, School of Medicine, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64849018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"110","issue":"9S","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10373","display_name":"Renal Transplantation Outcomes and Treatments","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2747","display_name":"Transplantation"},"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/T10373","display_name":"Renal Transplantation Outcomes and Treatments","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2747","display_name":"Transplantation"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.008999999612569809,"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"}},{"id":"https://openalex.org/T11189","display_name":"Transplantation: Methods and Outcomes","score":0.004100000020116568,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/kidney-transplantation","display_name":"kidney transplantation","score":0.8870000243186951},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9919999837875366},{"id":"https://openalex.org/keywords/forecasting-model-comparison","display_name":"forecasting model comparison","score":0.5920000076293945},{"id":"https://openalex.org/keywords/multicenter-cohort","display_name":"multicenter cohort","score":0.7689999938011169}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.711899995803833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5914000272750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5855000019073486},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5709999799728394},{"id":"https://openalex.org/C2994498544","wikidata":"https://www.wikidata.org/wiki/Q740909","display_name":"Kidney transplant","level":4,"score":0.5284000039100647},{"id":"https://openalex.org/C2780303639","wikidata":"https://www.wikidata.org/wiki/Q740909","display_name":"Kidney transplantation","level":3,"score":0.48730000853538513},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.4587000012397766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36970001459121704},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3391999900341034},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.3188000023365021},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3034999966621399},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2838999927043915},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C2992435398","wikidata":"https://www.wikidata.org/wiki/Q6934595","display_name":"Multicenter study","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.26579999923706055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1097/01.tp.0001253736.71048.07","doi":"https://doi.org/10.1097/01.tp.0001253736.71048.07","is_oa":false,"landing_page_url":"https://doi.org/10.1097/01.tp.0001253736.71048.07","pdf_url":null,"source":{"id":"https://openalex.org/S11564597","display_name":"Transplantation","issn_l":"0041-1337","issn":["0041-1337","1534-6080"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310318547","host_organization_name":"Wolters Kluwer","host_organization_lineage":["https://openalex.org/P4310318547"],"host_organization_lineage_names":["Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transplantation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7204804787","https://openalex.org/W3041719911","https://openalex.org/W4244945886","https://openalex.org/W7204796081","https://openalex.org/W4248803938","https://openalex.org/W7204772215","https://openalex.org/W2342153328","https://openalex.org/W2969720828","https://openalex.org/W2409505859","https://openalex.org/W4240235389"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2026-09-01T00:00:00"}