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He Gao

BioPharmaceuticals Medical, AstraZeneca - Medical and Scientific Affairs

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Identifying Subtypes of Chronic Kidney Disease with Machine Learning: Development, Internal Validation and Prognostic Validation Using Electronic Health Records in 350067 Individuals

Number of pages: 19 Posted: 27 Oct 2022
Ashkan Dashtban, Mehrdad A. Mizani, Laura Pasea, Spiros Denaxas, Richard Corbett, Jil Billy Mamza, He Gao, Tamsin Morris, Harry Hemingway and Amitava Banerjee
University College London - Institute of Health Informatics, University College London - Institute of Health Informatics, University College London - Institute of Health Informatics, University College London - Institute of Health Informatics, Imperial College London - Imperial College Healthcare NHS Trust, BioPharmaceuticals Medical, AstraZeneca - Medical and Scientific Affairs, BioPharmaceuticals Medical, AstraZeneca - Medical and Scientific Affairs, BioPharmaceuticals Medical, AstraZeneca - Medical and Scientific Affairs, University College London - Institute of Health Informatics and University College London - Institute of Health Informatics
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Abstract:

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chronic kidney disease, cluster analysis, machine learning, unsupervised clustering, survival analysis.