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clinical-informatics [2018/02/08 22:31] shyam [Clinical Informatics] |
clinical-informatics [2019/08/29 08:26] shyam [Areas of research include] |
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===== Clinical Informatics ===== | ===== Clinical Informatics ===== | ||
- | Clinical informatics is the applications of informatics principles and methods in the delivery healthcare services. This includes advanced electronic medical record (EMR) systems, computerized clinical decision support systems, wearable technology and mobile health (mHealth) applications, | + | Clinical informatics is the applications of informatics principles and methods in the delivery healthcare services. This includes advanced electronic medical record (EMR) systems, computerized clinical decision support systems, wearable technology and mobile health (mHealth) applications, |
innovative research and healthcare delivery that is enabled by clinical, mobile health, molecular and research data. | innovative research and healthcare delivery that is enabled by clinical, mobile health, molecular and research data. | ||
==== Areas of research include ==== | ==== Areas of research include ==== | ||
* developing intelligent electronic medical record systems | * developing intelligent electronic medical record systems | ||
- | * developing clinical decision support systems | + | * developing |
* personalized modeling for precision medicine that includes developing algorithms for predicting clinical outcomes and sub-phenotyping | * personalized modeling for precision medicine that includes developing algorithms for predicting clinical outcomes and sub-phenotyping | ||
* providing explanations for predictions by statistical and machine learning models | * providing explanations for predictions by statistical and machine learning models | ||
- | * developing decision support using wearable technology and mobile health (mHealth) applications | ||
* approaches to close the Learning Health System loop | * approaches to close the Learning Health System loop | ||