Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation

Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation

BackgroundScalable and accurate health outcome prediction using electronic health record (EHR) data has gained much attention in research recently. Previous machine learning models mostly ignore relations between different types of clinical data (ie, laboratory components, International Classificati...

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Main Authors: Rongali, Subendhu (Author), Rose, Adam J (Author), McManus, David D (Author), Bajracharya, Adarsha S (Author), Kapoor, Alok (Author), Granillo, Edgard (Author), Yu, Hong (Author)
Format: Book
Published: JMIR Publications, 2020-03-01T00:00:00Z.
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