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Machine learning guided prediction of warfarin blood levels for personalized medicine based on clinical longitudinal data from cardiac surgery patients: a prospective observational study.

Autor: Xue L; Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China.; Department of Pharmacology, Faculty of Medicine, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain., He S; Department of Organic and Inorganic Chemistry, Faculty of Science and Technology, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain.; IKERDATA S.L., ZITEK, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain., Singla RK; Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.; School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab-144411, India., Qin Q; Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China., Ding Y; Department of Cardiovascular Surgery, the First Affiliated Hospital of Soochow University, Suzhou, China.; Institute for Cardiovascular Science, Soochow University, Suzhou, China., Liu L; Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China., Ding X; Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China., Bediaga-Bañeres H; IKERDATA S.L., ZITEK, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain., Arrasate S; Department of Organic and Inorganic Chemistry, Faculty of Science and Technology, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain., Durado-Sanchez A; IKERDATA S.L., ZITEK, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain.; Department of Public Law, Faculty of Law, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain., Zhang Y; Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China., Shen Z; Department of Cardiovascular Surgery, the First Affiliated Hospital of Soochow University, Suzhou, China.; Institute for Cardiovascular Science, Soochow University, Suzhou, China., Shen B; Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China., Miao L; Department of Pharmacy, the First Affiliated Hospital of Soochow University, Suzhou, China.; Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China., González-Díaz H; Department of Organic and Inorganic Chemistry, Faculty of Science and Technology, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain.; BIOFISIKA: Basque Center for Biophysics CSIC, University of The Basque Country (UPV/EHU), Bilbao, Basque Country, Spain.; IKERBASQUE, Basque Foundation for Science, Bilbao, Basque Country, Spain.

Publikováno v: International journal of surgery (London, England) [Int J Surg] 2024 Jun 04. Date of Electronic Publication: 2024 Jun 04.