Electronic Health Record Data Model

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Methodological Review Standardized electronic health …

(7 days ago) WebWith the extensive adoption of electronic health records (EHRs) by several healthcare organizations, more efforts are needed to manage and utilize such massive, various, and complex healthcare data. Databases' performance and suitability to health …

https://www.sciencedirect.com/science/article/pii/S1532046420302987

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Standardized electronic health record data modeling and …

(1 days ago) WebWith the extensive adoption of electronic health records (EHRs) by several healthcare organizations, more efforts are needed to manage and utilize such massive, various, and …

https://pubmed.ncbi.nlm.nih.gov/33359548/

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A large language model for electronic health records

(Just Now) WebAbstract. There is an increasing interest in developing artificial intelligence (AI) systems to process and interpret electronic health records (EHRs). Natural …

https://www.nature.com/articles/s41746-022-00742-2

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Scalable and accurate deep learning with electronic …

(9 days ago) WebPediatric Research (2024) Predictive modeling with electronic health record (EHR) data is anticipated to drive personalized medicine and improve healthcare quality. …

https://www.nature.com/articles/s41746-018-0029-1

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Electronic Health Record - STAnford medicine Research data …

(2 days ago) WebSTARR has access to electronic health record (EHR) data from the two hospitals, the Adult Hospital (aka Stanford Health Care) Understanding the ETLs require …

https://starr.stanford.edu/data-types/electronic-health-record

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Leveraging electronic health records for data science: …

(7 days ago) WebIntroduction and context: use of data from electronic health records. Electronic health records (EHRs) are increasingly used to survey population health, 1, …

https://www.sciencedirect.com/science/article/pii/S2589750022001546

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Modeling electronic health record data using an end-to …

(1 days ago) WebAbstract. The rapid growth of electronic health record (EHR) datasets opens up promising opportunities to understand human diseases in a systematic way. …

https://pubmed.ncbi.nlm.nih.gov/36284225/

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Building Electronic Health Record Databases for Research

(1 days ago) WebWith access to the EHR source database acquired and a data model determined, mapping the data will be main activity of both data architects and clinicians …

https://link.springer.com/chapter/10.1007/978-3-030-47994-7_4

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Modeling electronic health record data using a …

(8 days ago) WebModeling electronic health record data using a knowledge-graph-embedded topic model Yuesong Zou 1, Ahmad Pesaranghader , Aman Verma 2, David Buckeridge and Yue Li1, …

https://arxiv.org/pdf/2206.01436v1.pdf

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Unlocking the Potential of Electronic Health Records for Health

(3 days ago) WebIntroduction. Electronic Health Records (EHRs) are systemized collections of patient health information and documentation, collected in real-time, and stored in a …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7473254/

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Chapter 4 Obtaining Data From Electronic Health Records

(5 days ago) WebThere is growing interest in using data captured in electronic health records (EHRs) for patient registries. Both EHRs and patient registries capture and use patient-level clinical …

https://www.ncbi.nlm.nih.gov/books/NBK551878/

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Electronic Health Record Data Model Optimized for Knowledge …

(Just Now) WebDatabase is a core component the Electronic Health Record (EHR) system, and creating a data model for that database is challenging due to the EHR system's …

https://www.researchgate.net/publication/250613985_Electronic_Health_Record_Data_Model_Optimized_for_Knowledge_Discovery

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Electronic Health Records (EHR) American Medical Association

(1 days ago) WebAn electronic health record (EHR) digitizes a patient’s paper chart. It collects the patient’s history of conditions, tests and treatments and can be used to …

https://www.ama-assn.org/topics/electronic-health-records-ehr

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Synthesize high-dimensional longitudinal electronic health records …

(Just Now) WebThe paper presents HALO, a Hierarchical Autoregressive Language Model, for generating high-fidelity, longitudinal electronic health records (EHR) data. HALO …

https://www.nature.com/articles/s41467-023-41093-0

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Assessment of a Deep Learning Model Based on Electronic Health …

(8 days ago) WebExposures Structured data were extracted from the electronic health record, including exposures (medications), patient demographics, laboratories, and prior …

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2728001

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Occupational Data for Health EHRs CDC

(4 days ago) WebAt a glance. Occupational data for health (ODH) is a framework that supports collection of standardized work information in electronic health records …

https://www.cdc.gov/niosh/ehr/odh/index.html

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Electronic Health Record Data Model Optimized for …

(7 days ago) Webthe proposed data model. The paper is concluded in section 5. Electronic Health Record Data Model Optimized for Knowledge Discovery Shaker H. El-Sappagh1, Samir El …

http://ijcsi.org/papers/IJCSI-9-5-1-329-338.pdf

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ISO - Electronic health records explained

(6 days ago) WebThese standards can promote interoperability, streamline data exchange, and uphold the confidentiality and integrity of patient health information. ISO 13606-1 Electronic health …

https://www.iso.org/healthcare/electronic-health-records

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Modeling electronic health record data using an end-to-end …

(3 days ago) WebData processing. To evaluate our model, we used a real-world large EHR database called Population Health Record (PopHR), which was originally created for monitoring …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596500/

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Using electronic health record data to develop and validate a

(1 days ago) WebMeasurements and main results: Vital sign, demographic, location, and laboratory data were extracted from the electronic health record and investigated as potential predictor …

https://pubmed.ncbi.nlm.nih.gov/24247472/

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Electronic health record data quality assessment and tools: a

(4 days ago) WebThe usage of electronic health record (EHR) derived data in biomedical research has increased in recent years, and this trend is expected to continue as such …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10531113/

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Fusion of medical imaging and electronic health records using …

(Just Now) WebTo achieve a similar goal using deep learning, medical imaging pixel-based models must also achieve the capability to process contextual data from electronic …

https://www.nature.com/articles/s41746-020-00341-z

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Electronic medical record-based prediction models developed and

(Just Now) WebObjective To assess the methodological issues in prediction models developed using electronic medical records (EMR) and their early-stage clinical impact …

https://link.springer.com/article/10.1007/s44250-024-00092-8

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SMART: Towards Pre-trained Missing-Aware Model for Patient …

(2 days ago) WebElectronic health record (EHR) data has emerged as a valuable resource for analyzing patient health status. However, the prevalence of missing data in EHR poses …

https://arxiv.org/abs/2405.09039

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The safety of outpatient health care: review of electronic health …

(1 days ago) WebLevine DM, Syrowatka A, Salmasian H, et al. The safety of outpatient health care: review of electronic health records. Ann Intern Med. 2024;Epub May 7. …

https://psnet.ahrq.gov/issue/safety-outpatient-health-care-review-electronic-health-records

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Development of a Machine Learning Model Using Electronic …

(1 days ago) WebDevelopment of a Machine Learning Model Using Electronic Health Record Data to Identify Antibiotic Use Among Hospitalized Patients JAMA Netw Open . 2021 …

https://pubmed.ncbi.nlm.nih.gov/33779743/

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Advancing Health and Wellness with Technology: The Role of …

(5 days ago) WebIt lets EHRs dramatically improve outcomes by enabling quick, well-informed decisions aligned with top care standards. EHRs result in more comprehensive patient data. This …

https://www.msn.com/en-us/health/other/advancing-health-and-wellness-with-technology-the-role-of-electronic-health-record-ehr-systems/ar-AA1lGHdi

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Synthesize high-dimensional longitudinal electronic health …

(4 days ago) WebSynthetic electronic health records (EHR s) that are both realistic and privacy- niques are used to learn and model complex patterns in EHR data, enabling applications such …

https://www.nature.com/articles/s41467-023-41093-0.pdf

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Assessing the Feasibility of Processing a Paper-based Multilingual

(1 days ago) WebThe collection of Social Determinants of Health (SDoH) data is increasingly mandated by healthcare payers, yet traditional paper-based methods pose challenges in …

https://www.medrxiv.org/content/10.1101/2024.03.25.24304755v2

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Using Electronic Health Record Data to Develop and Validate a

(3 days ago) WebUsing Electronic Health Record Data to Develop and Validate a Prediction Model for Adverse Outcomes on the Wards. Matthew M Churpek, MD, and laboratory data. This …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3959228/

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