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Development of a machine learning model for precision prognosis of rapid kidney function decline in people with diabetes and chronic kidney disease.

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第一作者： Woo Vin,Lee

第一单位： College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea. Electronic address: wu6in@snu.ac.kr.

作者： Woo Vin,Lee ^[1] ; Yuri,Song ^[2] ; Ji Sun,Chun ^[2] ; Minoh,Ko ^[2] ; Ha Young,Jang ^[3] ; In-Wha,Kim ^[2] ; Sehoon,Park ^[4] ; Hajeong,Lee ^[5] ; Hae-Young,Lee ^[5] ; Soo Heon,Kwak ^[6] ; Jung Mi,Oh ^[7]

作者单位： College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea. Electronic address: wu6in@snu.ac.kr. ^[1] College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea. ^[2] College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea; College of Pharmacy, Gachon University, 191, Hambangmoe-ro, Yeonsu-gu, Incheon 21565, Republic of Korea. ^[3] Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea. ^[4] Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea. ^[5] Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea. Electronic address: shkwak@snu.ac.kr. ^[6] College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea; College of Pharmacy, Natural Products Research Institute, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea. Electronic address: jmoh@snu.ac.kr. ^[7]

关键词 Chronic kidney disease Copula simulation Explainable artificial intelligence Prognostic model Rapid kidney function decline Type 2 diabetes