PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records
نویسندگان
چکیده
منابع مشابه
Cataract research using electronic health records
BACKGROUND The eMERGE (electronic MEdical Records and Genomics) network, funded by the National Human Genome Research Institute, is a national consortium formed to develop, disseminate, and apply approaches to research that combine DNA biorepositories with electronic health record (EHR) systems for large-scale, high-throughput genetic research. Marshfield Clinic is one of five sites in the eMER...
متن کاملReview of Semantically Interoperable Electronic Health Records for Ubiquitous Healthcare
In order to provide more effective and personalized healthcare services to patients and healthcare professionals, intelligent active knowledge management and reasoning systems with semantic interoperability are needed. Technological developments have changed ubiquitous healthcare making it more semantically interoperable and individual patient-based; however, there are also limitations to these...
متن کاملModeling Disease Severity in Multiple Sclerosis Using Electronic Health Records
OBJECTIVE To optimally leverage the scalability and unique features of the electronic health records (EHR) for research that would ultimately improve patient care, we need to accurately identify patients and extract clinically meaningful measures. Using multiple sclerosis (MS) as a proof of principle, we showcased how to leverage routinely collected EHR data to identify patients with a complex ...
متن کاملPredictive modeling of structured electronic health records for adverse drug event detection
BACKGROUND The digitization of healthcare data, resulting from the increasingly widespread adoption of electronic health records, has greatly facilitated its analysis by computational methods and thereby enabled large-scale secondary use thereof. This can be exploited to support public health activities such as pharmacovigilance, wherein the safety of drugs is monitored to inform regulatory dec...
متن کاملInformation Security Requirements for Implementing Electronic Health Records in Iran
Background and Goal: ICT development in recent years has created excellent developments in human social and economic life. One of the most important opportunities to use information technology is in the medical field, that the result would be electronic health record (EHR).The purpose of this research is to investigate the effects information securi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Biomedical Informatics
سال: 2014
ISSN: 1532-0464
DOI: 10.1016/j.jbi.2013.12.012