{"id":"https://openalex.org/W4399140605","doi":"https://doi.org/10.1007/s00521-024-09959-6","title":"Machine learning algorithms for predicting the risk of chronic kidney disease in type 1 diabetes patients: a retrospective longitudinal study","display_name":"Machine learning algorithms for predicting the risk of chronic kidney disease in type 1 diabetes patients: a retrospective longitudinal study","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4399140605","doi":"https://doi.org/10.1007/s00521-024-09959-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09959-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09959-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5057321920","display_name":"Md Nakib Hayat Chowdhury","orcid":null},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["BD","MY"],"is_corresponding":false,"raw_author_name":"Md Nakib Hayat Chowdhury","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur Cantonment, Saidpur, Nilphamari, 5310, Bangladesh","Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia, UKM, 43600, Bangi, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology (BAUST), Saidpur Cantonment, Saidpur, Nilphamari, 5310, Bangladesh","institution_ids":["https://openalex.org/I183697816"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia, UKM, 43600, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074798146","display_name":"Mamun Bin Ibne Reaz","orcid":null},"institutions":[{"id":"https://openalex.org/I31669788","display_name":"Independent University","ror":"https://ror.org/05qbbf772","country_code":"BD","type":"education","lineage":["https://openalex.org/I31669788"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["BD","MY"],"is_corresponding":true,"raw_author_name":"Mamun Bin Ibne Reaz","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Independent University, Bangladesh, Bashundhara, Dhaka, Bangladesh","Department of Electrical, Electronic and Systems Engineering, Centre of Advanced Electronic and Communication Engineering, Universiti Kebangsaan Malaysia, UKM, 43600, Bangi, Selangor, Malaysia","Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-0459-0365","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Independent University, Bangladesh, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I31669788"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Systems Engineering, Centre of Advanced Electronic and Communication Engineering, Universiti Kebangsaan Malaysia, UKM, 43600, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055906957","display_name":"Sawal Hamid Md Ali","orcid":"https://orcid.org/0000-0002-4819-863X"},"institutions":[{"id":"https://openalex.org/I31669788","display_name":"Independent University","ror":"https://ror.org/05qbbf772","country_code":"BD","type":"education","lineage":["https://openalex.org/I31669788"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sawal Hamid Md Ali","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Independent University, Bangladesh, Bashundhara, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Independent University, Bangladesh, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I31669788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034159452","display_name":"M.L. Crespo","orcid":"https://orcid.org/0000-0002-5483-3388"},"institutions":[{"id":"https://openalex.org/I12323705","display_name":"The Abdus Salam International Centre for Theoretical Physics (ICTP)","ror":"https://ror.org/009gyvm78","country_code":"IT","type":"facility","lineage":["https://openalex.org/I12323705","https://openalex.org/I1286959531","https://openalex.org/I1293226324","https://openalex.org/I2801247003"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Liz Crespo","raw_affiliation_strings":["Abdus Salam International Centre for Theoretical Physics (ICTP), 34151, Trieste, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdus Salam International Centre for Theoretical Physics (ICTP), 34151, Trieste, Italy","institution_ids":["https://openalex.org/I12323705"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011654367","display_name":"A. Cicuttin","orcid":"https://orcid.org/0000-0002-3645-9791"},"institutions":[{"id":"https://openalex.org/I12323705","display_name":"The Abdus Salam International Centre for Theoretical Physics (ICTP)","ror":"https://ror.org/009gyvm78","country_code":"IT","type":"facility","lineage":["https://openalex.org/I12323705","https://openalex.org/I1286959531","https://openalex.org/I1293226324","https://openalex.org/I2801247003"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Cicuttin","raw_affiliation_strings":["Abdus Salam International Centre for Theoretical Physics (ICTP), 34151, Trieste, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdus Salam International Centre for Theoretical Physics (ICTP), 34151, Trieste, Italy","institution_ids":["https://openalex.org/I12323705"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019536560","display_name":"Shamim Ahmad","orcid":"https://orcid.org/0000-0003-1546-3959"},"institutions":[{"id":"https://openalex.org/I902853133","display_name":"University of Rajshahi","ror":"https://ror.org/05nnyr510","country_code":"BD","type":"education","lineage":["https://openalex.org/I902853133"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shamim Ahmad","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, 6205, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, 6205, Bangladesh","institution_ids":["https://openalex.org/I902853133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044019751","display_name":"Fahmida Haque","orcid":"https://orcid.org/0000-0003-2023-2258"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fahmida Haque","raw_affiliation_strings":["Artificial Intelligence Resource, Molecular Imaging Branch, National Cancer Institute, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Resource, Molecular Imaging Branch, National Cancer Institute, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068288837","display_name":"Ahmad Ashrif A. Bakar","orcid":"https://orcid.org/0000-0002-9060-0346"},"institutions":[{"id":"https://openalex.org/I31669788","display_name":"Independent University","ror":"https://ror.org/05qbbf772","country_code":"BD","type":"education","lineage":["https://openalex.org/I31669788"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ahmad Ashrif A. Bakar","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Independent University, Bangladesh, Bashundhara, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Independent University, Bangladesh, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I31669788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055762726","display_name":"Mohd Ibrahim Bin Shapiai Abd Razak","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Ibrahim Bin Shapiai Abd Razak","raw_affiliation_strings":["Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077128043","display_name":"Mohammad Arif Sobhan Bhuiyan","orcid":"https://orcid.org/0000-0003-0772-0556"},"institutions":[{"id":"https://openalex.org/I4210134189","display_name":"Xiamen University Malaysia","ror":"https://ror.org/0331wa828","country_code":"MY","type":"education","lineage":["https://openalex.org/I191208505","https://openalex.org/I4210134189"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Arif Sobhan Bhuiyan","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Xiamen University Malaysia, 43900, Bandar Sunsuria, Sepang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Xiamen University Malaysia, 43900, Bandar Sunsuria, Sepang, Selangor, Malaysia","institution_ids":["https://openalex.org/I4210134189"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5074798146"],"corresponding_institution_ids":["https://openalex.org/I31669788","https://openalex.org/I4576418","https://openalex.org/I885383172"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.0254,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88980442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"36","issue":"26","first_page":"16545","last_page":"16565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9965000152587891,"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/T10560","display_name":"Diabetes Management and Research","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10408","display_name":"Chronic Kidney Disease and Diabetes","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.6687228679656982},{"id":"https://openalex.org/keywords/kidney-disease","display_name":"Kidney disease","score":0.6070563793182373},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6007047295570374},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5188868641853333},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.4999198913574219},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.47793319821357727},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47633272409439087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4701880216598511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4212341904640198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40090787410736084},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3244907855987549},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.1605428159236908}],"concepts":[{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.6687228679656982},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.6070563793182373},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6007047295570374},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5188868641853333},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.4999198913574219},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.47793319821357727},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47633272409439087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4701880216598511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4212341904640198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40090787410736084},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3244907855987549},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.1605428159236908}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09959-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09959-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2231184547","display_name":null,"funder_award_id":"DIP-2020-004","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W49466571","https://openalex.org/W1535602073","https://openalex.org/W1591261915","https://openalex.org/W1964940342","https://openalex.org/W1966932663","https://openalex.org/W1992223383","https://openalex.org/W2011301426","https://openalex.org/W2026274122","https://openalex.org/W2056132907","https://openalex.org/W2075039598","https://openalex.org/W2075205049","https://openalex.org/W2088252378","https://openalex.org/W2094254128","https://openalex.org/W2100805904","https://openalex.org/W2125283600","https://openalex.org/W2139546054","https://openalex.org/W2140448605","https://openalex.org/W2141495158","https://openalex.org/W2142147467","https://openalex.org/W2148143831","https://openalex.org/W2157825442","https://openalex.org/W2160399897","https://openalex.org/W2295598076","https://openalex.org/W2296719434","https://openalex.org/W2486567149","https://openalex.org/W2511002675","https://openalex.org/W2572861075","https://openalex.org/W2606731302","https://openalex.org/W2734011609","https://openalex.org/W2743126815","https://openalex.org/W2755497444","https://openalex.org/W2901906577","https://openalex.org/W2905574835","https://openalex.org/W2911964244","https://openalex.org/W2915967003","https://openalex.org/W2919581605","https://openalex.org/W2954382701","https://openalex.org/W2969625665","https://openalex.org/W2982352729","https://openalex.org/W2992049902","https://openalex.org/W2999309192","https://openalex.org/W3003257820","https://openalex.org/W3005627128","https://openalex.org/W3005957464","https://openalex.org/W3013277995","https://openalex.org/W3081618755","https://openalex.org/W3119306165","https://openalex.org/W3123522617","https://openalex.org/W3133827879","https://openalex.org/W3140986464","https://openalex.org/W4200041063","https://openalex.org/W4205184738","https://openalex.org/W4211136945","https://openalex.org/W4229801112","https://openalex.org/W4248083651","https://openalex.org/W4256049924","https://openalex.org/W4293713156","https://openalex.org/W4295978490","https://openalex.org/W4309533987","https://openalex.org/W4381378565"],"related_works":["https://openalex.org/W4390515809","https://openalex.org/W2348573424","https://openalex.org/W2003316325","https://openalex.org/W2982442175","https://openalex.org/W1992007649","https://openalex.org/W2981103011","https://openalex.org/W4206942858","https://openalex.org/W2134038154","https://openalex.org/W4220777870","https://openalex.org/W1994051400"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}
