Multiple reasons may account for that, for example, data heterogeneity in electronic health records, including mixed data types, such as free text clinical notes, radiological reports, medication dosages, and medical codes 70,89. Moreover, privacy policies and data interoperability impact information transfer across institutions that construct large datasets for deep learning representations of electronic health records…
