Results 31 to 40 of about 13,221,289 (346)
Federated Learning for Electronic Health Records
ACM Transactions on Intelligent Systems and Technology, 2022 In data-driven medical research, multi-center studies have long been preferred over single-center ones due to a single institute sometimes not having enough data to obtain sufficient statistical power for certain hypothesis testings as well as predictive
Trung Kien Dang +3 more
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The Vulnerability Index: A weighted measure of dementia and cognitive impairment risk
Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, 2021 Introduction A brief, easily calculated and interpretable index to assess vulnerability to developing cognitive impairment is needed in clinical practice and research.
Michael J. Kleiman, James E. Galvin
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World Psychiatry, 2020 Concerns have been expressed that persons with a pre‐existing mental disorder may represent a population at increased risk for COVID‐19 infection and with a higher likelihood of adverse outcomes of the infection, but there is no systematic research ...
QuanQiu Wang, Rong Xu, N. Volkow
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J. Am. Medical Informatics Assoc., 2021 Objective Social determinants of health (SDoH) are nonclinical dispositions that impact patient health risks and clinical outcomes. Leveraging SDoH in clinical decision-making can potentially improve diagnosis, treatment planning, and patient outcomes ...
Braja Gopal Patra +21 more
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NFTs and Metaverse in Healthcare: What’s the Big Opportunity?
Blockchain in Healthcare Today, 2023 The global non-fungible token (NFT) market size is expected to grow by USD 147.24 billion from 2021 to 2026 at a CAGR of 35.27% and According to Precedence Research, the global metaverse market size is projected to be worth around USD 1.6.
Ray Dogum, Daniel Uribe
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Challenges and opportunities beyond structured data in analysis of electronic health records
WIREs Computational Statistics, 2021 Electronic health records (EHR) contain a lot of valuable information about individual patients and the whole population. Besides structured data, unstructured data in EHRs can provide extra, valuable information but the analytics processes are complex ...
Maryam Tayefi +6 more
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Frontiers in Digital Health, 2021 Family and Domestic violence (FDV) is a global problem with significant social, economic, and health consequences for victims including increased health care costs, mental trauma, and social stigmatization.
George Karystianis +4 more
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Predicting diabetes-related hospitalizations based on electronic health records [PDF]
, 2019 OBJECTIVE: To derive a predictive model to identify patients likely to be hospitalized during the following year due to complications attributed to Type II diabetes. METHODS: A variety of supervised machine learning classification methods were tested and
Brisimi, Theodora S. +4 more
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Blockchain Technology for Electronic Health Records
International Journal of Environmental Research and Public Health, 2022 Compared with traditional paper-based medical records, electronic health records (EHRs) are widely used because of their efficiency, security, and reducing data redundancy.
Yujin Han, Yawei Zhang, S. Vermund
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BEHRT: Transformer for Electronic Health Records [PDF]
Scientific Reports, 2019 Today, despite decades of developments in medicine and the growing interest in precision healthcare, vast majority of diagnoses happen once patients begin to show noticeable signs of illness.
Yikuan Li +8 more
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