Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records
نویسندگان
چکیده
منابع مشابه
Optimizing Treatment Strategies for Epilepsy Using Reinforcement Learning
This paper highlights the crucial role that modern machine learning techniques can play in the optimization of treatment strategies for patients with chronic disorders. We focus on the task of optimizing a deep-brain stimulation strategy for the treatment of epilepsy. The challenge is to choose which stimulation action to apply, as a function of the observed EEG signal, so as to minimize the fr...
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 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 کاملProcessing of Electronic Health Records using Deep Learning: A review
Background. Availability of large amount of clinical data is opening up new research avenues in a number of fields. An exciting field in this respect is healthcare, where secondary use of healthcare data is beginning to revolutionize healthcare. Except for availability of Big Data, both medical data from healthcare institutions (such as EMR data) and data generated from health and wellbeing dev...
متن کاملStrategies for referent tracking in electronic health records
The goal of referent tracking is to create an ever-growing pool of data relating to the entities existing in concrete spatiotemporal reality. In the context of Electronic Healthcare Records (EHRs) the relevant concrete entities are not only particular patients but also their parts, diseases, therapies, lesions, and so forth, insofar as these are salient to diagnosis and treatment. Within a refe...
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 the American Statistical Association
سال: 2019
ISSN: 0162-1459,1537-274X
DOI: 10.1080/01621459.2018.1549050