Individualized data generation for electronic health records

Thesis

Personalized medicine is emerging as a new direction of research, in which patients are holistically examined as “individuals” rather than using symptoms or diagnoses based on the general population to determine the optimal treatment Electronic health records (EHRs) have opened the door to longitudinal data from real-world patients for a wide range of research, such as the creation of clinical decision support systems for different medical applications. Furthermore, the wealth of data collect...

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Authors: Ghosheh, G

• DOI: 10.5287/ora-mz04o6apb
• Type of award: DPhil
• Awarding institution: University of Oxford
• Language: English
• Keywords: deep learning; electronic health records