Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults
10.7554/eLife.81878
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eLIFE SCIENCES PUBL LTD
2024
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sg-nus-scholar.10635-2488832024-11-15T00:42:55Z Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults Sabanayagam, Charumathi He, Feng Nusinovici, Simon Li, Jialiang Lim, Cynthia Tan, Gavin Cheng, Ching Yu STATISTICS AND DATA SCIENCE DUKE-NUS MEDICAL SCHOOL OPHTHALMOLOGY DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL) Assoc Prof Charumathi Sabanayagam Science & Technology Life Sciences & Biomedicine Biology Life Sciences & Biomedicine - Other Topics DKD elastic net GBDT incidence metabolites predictors None EYE DISEASES PREVALENCE EPIDEMIOLOGY METHODOLOGY 10.7554/eLife.81878 ELIFE 12 2024-06-12T08:12:06Z 2024-06-12T08:12:06Z 2023-09-14 2024-06-11T03:33:55Z Article Sabanayagam, Charumathi, He, Feng, Nusinovici, Simon, Li, Jialiang, Lim, Cynthia, Tan, Gavin, Cheng, Ching Yu (2023-09-14). Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults. ELIFE 12. ScholarBank@NUS Repository. https://doi.org/10.7554/eLife.81878 2050-084X https://scholarbank.nus.edu.sg/handle/10635/248883 en eLIFE SCIENCES PUBL LTD Elements |
| institution |
National University of Singapore |
| building |
NUS Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NUS Library |
| collection |
ScholarBank@NUS |
| language |
English |
| topic |
Science & Technology Life Sciences & Biomedicine Biology Life Sciences & Biomedicine - Other Topics DKD elastic net GBDT incidence metabolites predictors None EYE DISEASES PREVALENCE EPIDEMIOLOGY METHODOLOGY |
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Science & Technology Life Sciences & Biomedicine Biology Life Sciences & Biomedicine - Other Topics DKD elastic net GBDT incidence metabolites predictors None EYE DISEASES PREVALENCE EPIDEMIOLOGY METHODOLOGY Sabanayagam, Charumathi He, Feng Nusinovici, Simon Li, Jialiang Lim, Cynthia Tan, Gavin Cheng, Ching Yu Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults |
| description |
10.7554/eLife.81878 |
| author2 |
STATISTICS AND DATA SCIENCE |
| author_facet |
STATISTICS AND DATA SCIENCE Sabanayagam, Charumathi He, Feng Nusinovici, Simon Li, Jialiang Lim, Cynthia Tan, Gavin Cheng, Ching Yu |
| format |
Article |
| author |
Sabanayagam, Charumathi He, Feng Nusinovici, Simon Li, Jialiang Lim, Cynthia Tan, Gavin Cheng, Ching Yu |
| author_sort |
Sabanayagam, Charumathi |
| title |
Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults |
| title_short |
Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults |
| title_full |
Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults |
| title_fullStr |
Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults |
| title_full_unstemmed |
Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults |
| title_sort |
prediction of diabetic kidney disease risk using machine learning models: a population-based cohort study of asian adults |
| publisher |
eLIFE SCIENCES PUBL LTD |
| publishDate |
2024 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/248883 |
| _version_ |
1821215008787267584 |