Comparison between the EKFC-equation and machine learning models to predict Glomerular Filtration Rate.

Saved in:
Bibliographic Details
Title: Comparison between the EKFC-equation and machine learning models to predict Glomerular Filtration Rate.
Authors: Nakano FK; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium. felipekenji.nakano@kuleuven.be.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium. felipekenji.nakano@kuleuven.be., Åkesson A; Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden.; Clinical Studies Sweden, Forum South, Skåne University Hospital, Lund, Sweden., de Boer J; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium., Dedja K; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium., D'hondt R; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium., Haredasht FN; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium., Björk J; Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden.; Clinical Studies Sweden, Forum South, Skåne University Hospital, Lund, Sweden., Courbebaisse M; Physiology Department, Georges Pompidou European Hospital, Assistance Publique Hôpitaux de Paris, INSERM U1151-CNRS UMR8253, Paris Descartes University, Paris, France., Couzi L; CNRS-UMR 5164 Immuno ConcEpT, CHU de Bordeaux, Nephrologie-Transplantation-Dialyse, Université de Bordeaux, Bordeaux, France., Ebert N; Institute of Public Health, Charité Universitätsmedizin Berlin, Berlin, Germany., Eriksen BO; Metabolic and Renal Research Group, UiT the Arctic University of Norway, Tromsö, Norway., Dalton RN; The Wellchild Laboratory, Evelina London Children's Hospital, London, UK., Derain-Dubourg L; Néphrologie, Dialyse, Hypertension et Exploration Fonctionnelle Rénale, Hôpital Edouard Herriot, Hospices Civils de Lyon, France., Gaillard F; Renal Transplantation Department, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France., Garrouste C; Department of Nephrology, Clermont-Ferrand University Hospital, Clermont-Ferrand, France., Grubb A; Department of Clinical Chemistry, Skåne University Hospital, Lund University, Lund, Sweden., Jacquemont L; Renal Transplantation Department, CHU Nantes, Nantes University, Nantes, France., Hansson M; Function Area Clinical Chemistry, Karolinska University Laboratory, Karolinska Institute, Karolinska University Hospital Huddinge and Department of Laboratory Medicine, Stockholm, Sweden., Kamar N; Department of Nephrology, Dialysis and Organ Transplantation, CHU Rangueil, INSERM U1043, IFR-BMT, University Paul Sabatier, Toulouse, France., Legendre C; Hôpital Necker, AP-HP and Université Paris Descartes, Paris, France., Littmann K; Institute om Medicine Huddinge (Med H), Karolinska Institute, Solna, Sweden., Mariat C; Service de Néphrologie, Dialyse et Transplantation Rénale, Hôpital Nord, CHU de Saint-Etienne, Saint-Priest-en-Jarez, France., Melsom T; Metabolic and Renal Research Group, UiT the Arctic University of Norway, Tromsö, Norway., Rostaing L; Service de Néphrologie, Hémodialyse, Aphérèses et Transplantation Rénale, Hôpital Michallon, CHU Grenoble-Alpes, Tronche, France., Rule AD; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA., Schaeffner E; Institute of Public Health, Charité Universitätsmedizin Berlin, Berlin, Germany., Sundin PO; Karla Healthcare Centre, Faculty of Medicine and Health, Örebro University, 70182, Örebro, SE, Sweden., Bökenkamp A; Department of Paediatric Nephrology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands., Berg U; Department of Clinical Science, Intervention and Technology, Division of Pediatrics, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden., Åsling-Monemi K; Department of Clinical Science, Intervention and Technology, Division of Pediatrics, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden., Selistre L; Mestrado Em Ciências da Saúde-Universidade Caxias do Sul Foundation CAPES, Caxias Do Sul, Brazil., Larsson A; Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden., Nyman U; Department of Translational Medicine, Division of Medical Radiology, Lund University, Malmö, Sweden., Lanot A; Normandie Université, Unicaen, CHU de Caen Normandie, Néphrologie, Caen, France.; Normandie Université, Unicaen, UFR de Médecine, 2 Rue Des Rochambelles, Caen, France.; ANTICIPE U1086 INSERM-UCN, Centre François Baclesse, Caen, France., Pottel H; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium., Delanaye P; Department of Nephrology-Dialysis-Transplantation, University of Liège (ULg CHU), CHU Sart Tilman, Liège, Belgium.; Department of Nephrology-Dialysis-Apheresis, Hopital Universitaire Caremeau, Nimes, France., Vens C; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium.
Source: Scientific reports [Sci Rep] 2024 Nov 02; Vol. 14 (1), pp. 26383. Date of Electronic Publication: 2024 Nov 02.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-024-77618-w