Search Results for author: Jinghe Zhang

Found 2 papers, 1 papers with code

Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients

no code implementations9 Nov 2020 Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba, James Harrison, Jennifer Lobo, Laura Barnes

Chronic kidney disease (CKD) is a gradual loss of renal function over time, and it increases the risk of mortality, decreased quality of life, as well as serious complications.

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

1 code implementation10 Oct 2018 Jinghe Zhang, Kamran Kowsari, James H. Harrison, Jennifer M. Lobo, Laura E. Barnes

The wide implementation of electronic health record (EHR) systems facilitates the collection of large-scale health data from real clinical settings.

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