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

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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
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  Data: <searchLink fieldCode="AU" term="%22Nakano+FK%22">Nakano FK</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Åkesson+A%22">Åkesson A</searchLink>; Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden.; Clinical Studies Sweden, Forum South, Skåne University Hospital, Lund, Sweden.<br /><searchLink fieldCode="AU" term="%22de+Boer+J%22">de Boer J</searchLink>; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Dedja+K%22">Dedja K</searchLink>; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22D'hondt+R%22">D'hondt R</searchLink>; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Haredasht+FN%22">Haredasht FN</searchLink>; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; Itec, Imec Research Group at KU Leuven, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Björk+J%22">Björk J</searchLink>; Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden.; Clinical Studies Sweden, Forum South, Skåne University Hospital, Lund, Sweden.<br /><searchLink fieldCode="AU" term="%22Courbebaisse+M%22">Courbebaisse M</searchLink>; Physiology Department, Georges Pompidou European Hospital, Assistance Publique Hôpitaux de Paris, INSERM U1151-CNRS UMR8253, Paris Descartes University, Paris, France.<br /><searchLink fieldCode="AU" term="%22Couzi+L%22">Couzi L</searchLink>; CNRS-UMR 5164 Immuno ConcEpT, CHU de Bordeaux, Nephrologie-Transplantation-Dialyse, Université de Bordeaux, Bordeaux, France.<br /><searchLink fieldCode="AU" term="%22Ebert+N%22">Ebert N</searchLink>; 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Department of Clinical Chemistry, Skåne University Hospital, Lund University, Lund, Sweden.<br /><searchLink fieldCode="AU" term="%22Jacquemont+L%22">Jacquemont L</searchLink>; Renal Transplantation Department, CHU Nantes, Nantes University, Nantes, France.<br /><searchLink fieldCode="AU" term="%22Hansson+M%22">Hansson M</searchLink>; Function Area Clinical Chemistry, Karolinska University Laboratory, Karolinska Institute, Karolinska University Hospital Huddinge and Department of Laboratory Medicine, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Kamar+N%22">Kamar N</searchLink>; Department of Nephrology, Dialysis and Organ Transplantation, CHU Rangueil, INSERM U1043, IFR-BMT, University Paul Sabatier, Toulouse, France.<br /><searchLink fieldCode="AU" term="%22Legendre+C%22">Legendre C</searchLink>; Hôpital Necker, AP-HP and Université Paris Descartes, Paris, France.<br /><searchLink fieldCode="AU" term="%22Littmann+K%22">Littmann K</searchLink>; Institute om Medicine Huddinge (Med H), Karolinska Institute, Solna, Sweden.<br /><searchLink fieldCode="AU" term="%22Mariat+C%22">Mariat C</searchLink>; Service de Néphrologie, Dialyse et Transplantation Rénale, Hôpital Nord, CHU de Saint-Etienne, Saint-Priest-en-Jarez, France.<br /><searchLink fieldCode="AU" term="%22Melsom+T%22">Melsom T</searchLink>; Metabolic and Renal Research Group, UiT the Arctic University of Norway, Tromsö, Norway.<br /><searchLink fieldCode="AU" term="%22Rostaing+L%22">Rostaing L</searchLink>; Service de Néphrologie, Hémodialyse, Aphérèses et Transplantation Rénale, Hôpital Michallon, CHU Grenoble-Alpes, Tronche, France.<br /><searchLink fieldCode="AU" term="%22Rule+AD%22">Rule AD</searchLink>; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Schaeffner+E%22">Schaeffner E</searchLink>; Institute of Public Health, Charité Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Sundin+PO%22">Sundin PO</searchLink>; Karla Healthcare Centre, Faculty of Medicine and Health, Örebro University, 70182, Örebro, SE, Sweden.<br /><searchLink fieldCode="AU" term="%22Bökenkamp+A%22">Bökenkamp A</searchLink>; Department of Paediatric Nephrology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Berg+U%22">Berg U</searchLink>; Department of Clinical Science, Intervention and Technology, Division of Pediatrics, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Åsling-Monemi+K%22">Åsling-Monemi K</searchLink>; Department of Clinical Science, Intervention and Technology, Division of Pediatrics, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Selistre+L%22">Selistre L</searchLink>; Mestrado Em Ciências da Saúde-Universidade Caxias do Sul Foundation CAPES, Caxias Do Sul, Brazil.<br /><searchLink fieldCode="AU" term="%22Larsson+A%22">Larsson A</searchLink>; Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden.<br /><searchLink fieldCode="AU" term="%22Nyman+U%22">Nyman U</searchLink>; Department of Translational Medicine, Division of Medical Radiology, Lund University, Malmö, Sweden.<br /><searchLink fieldCode="AU" term="%22Lanot+A%22">Lanot A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Pottel+H%22">Pottel H</searchLink>; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Delanaye+P%22">Delanaye P</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Vens+C%22">Vens C</searchLink>; Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium.; 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