Structured Data Sets In Healthcare

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Structured vs. Unstructured Data in Healthcare HealthTech

(Just Now) WEBDefining Structured vs. Unstructured Data in Healthcare. Structured data tends to be quantitative — that which can be easily formatted for a database and, as a result, easily plugged into analytics and decision support systems. Structured data in …

https://healthtechmagazine.net/article/2023/05/structured-vs-unstructured-data-in-healthcare-perfcon

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The use of Big Data Analytics in healthcare - PMC

(3 days ago) WEBStructured data has a predetermined schema, it is extensive, freeform, and comes in variety of forms . In contrast, unstructured data, referred to as Big Data (BD), …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8733917/

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Structured vs. Unstructured Data in Healthcare Kodjin

(Just Now) WEBStructured Data: The Backbone of Traditional Analytics. Healthcare structured data adheres to a highly organized format, offering the advantage of …

https://kodjin.com/blog/structured-vs-unstructured-data-in-healthcare/

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Algorithms to anonymize structured medical and …

(3 days ago) WEBIntroduction: With many anonymization algorithms developed for structured medical health data (SMHD) in the last decade, our systematic review provides a …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815524/

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Empirical Findings on the Role of Structured Data, …

(3 days ago) WEBIn recent years the use of Electronic Health Records (EHRs) The MIMIC-III Benchmark is a set of four clinical prediction tasks using a consistent set of …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378600/

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Combining structured and unstructured data for …

(2 days ago) WEBThe broad adoption of electronic health records (EHRs) provides great opportunities to conduct health care research and solve various clinical problems in …

https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-020-01297-6

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Healthcare Big Data and the Promise of Value-Based Care

(4 days ago) WEBThe first is the aforementioned move from a pay-for-service model, which financially rewards caregivers for performing procedures, to a value-based care model, …

https://catalyst.nejm.org/doi/full/10.1056/CAT.18.0290

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Getting data architecture right: A guide for healthcare …

(2 days ago) WEBAutomated consent and permission management. Health data is subject to a high level of regulation to protect patient information from cyberattacks, loss, or …

https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/tech-forward/getting-data-architecture-right-a-guide-for-healthcare-payers

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Data Structures in Medicine—On the Road to Data …

(2 days ago) WEBStructured medical data is key for medical information systems: It is needed for administrative tasks like billing, routine patient care, medical quality management, …

https://link.springer.com/chapter/10.1007/978-3-030-06234-7_25

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Healthcare Data Sets: 10 Great Data Sources

(8 days ago) WEBHealthcare data sets refer to compilations of structured or unstructured healthcare-related data. These data sets may include, but are not limited to: medical …

https://kms-healthcare.com/healthcare-data-sets/

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Healthcare Data Governance - AHIMA

(8 days ago) WEBAHIMA’s Definition of Data Governance: The overall administration, through clearly defined procedures and plans, that assures the availability, integrity, security, and usability of the …

https://www.ahima.org/media/pmcb0fr5/healthcare-data-governance-practice-brief-final.pdf

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Health Data Standards: A Common Language to Support Research …

(9 days ago) WEBWith a focus on how health data are collected, stored, described, and retrieved, health data standards make up the backbone of interoperability. This provides …

https://nlmdirector.nlm.nih.gov/2021/01/27/health-data-standards-a-common-language-to-support-research-and-health-care/

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Structured Data: Examples, Sources, and How It Works - Datamation

(2 days ago) WEBStructured data plays a pivotal role in numerous sectors, from business and finance to healthcare and education. It facilitates data analysis, enabling organizations …

https://www.datamation.com/big-data/structured-data/

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Core Health Data Elements: Report of the National Committee on …

(4 days ago) WEBExecutive SummaryIntroduction The identification, definition, and implementation of standardized data in the health care and health care information …

https://aspe.hhs.gov/reports/core-health-data-elements-report-national-committee-vital-health-statistics

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The importance of structured data elements in EHRs

(1 days ago) WEBThe healthcare industry still faces many challenges on the road to embracing structured data elements and the ultimate goal of one complete, accurate …

https://www.computerworld.com/article/1494537/the-importance-of-structured-data-elements-in-ehrs.html

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Structured vs. Unstructured Data: What’s the Difference?

(7 days ago) WEBStorage: Structured data is stored in tabular formats (e.g., excel sheets or SQL databases) that require less storage space. It can be stored in data warehouses, …

https://www.ibm.com/blog/structured-vs-unstructured-data/

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Standards in Healthcare Data - Fundamentals of Clinical Data …

(5 days ago) WEBWhere communication between health professionals is paramount, poorly structured narratives tend to prevail over structured and coded data, because text is …

https://www.ncbi.nlm.nih.gov/books/NBK543525/

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15 Open Datasets for Healthcare - Open Data Science – Your News

(Just Now) WEBA while back, I wrote a list of 25 excellent open datasets for ML and included healthdata.gov and MIMIC Critical Care Database. Here are 15 more excellent datasets …

https://opendatascience.com/15-open-datasets-for-healthcare/

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Structured Data Capture HealthIT.gov - ONC

(6 days ago) WEBProject Background. The Structured Data Capture (SDC) project focused on the identification, testing, and validation of standards necessary to enable an electronic …

https://www.healthit.gov/topic/scientific-initiatives/pcor/research-evaluation/structured-data-capture-sdc

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A critical assessment of using ChatGPT for extracting structured …

(Just Now) WEBExisting natural language processing (NLP) methods to convert free-text clinical notes into structured data often require problem-specific annotations and model …

https://www.nature.com/articles/s41746-024-01079-8

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There are 259 healthcare datasets available on data.world.

(8 days ago) WEBThere are 259. healthcare. datasets available on data.world. Discover open data sets about healthcare contributed by users and organizations around the world. Join the …

https://data.world/datasets/healthcare

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AI Can Only Drive Health Equity With Diverse Datasets - Forbes

(6 days ago) WEBThe fundamental advantage of AI applications in healthcare is that a model trained on tens of thousands of labeled data points is capable of operating in a way that …

https://www.forbes.com/sites/forbesbusinesscouncil/2024/05/01/ai-can-only-drive-health-equity-with-diverse-datasets/

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UnitedHealth Hack: Lawmakers Probe Change Healthcare Data …

(4 days ago) WEBWhen a cyberattack on Change Healthcare paralyzed much of the US health-care system, some lawmakers saw it as proof its parent company, UnitedHealth Group …

https://www.bloomberg.com/news/articles/2024-04-29/unitedhealth-hack-lawmakers-probe-change-healthcare-data-breach

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U.S. maternal mortality rate dips, but will the trend continue?

(8 days ago) WEBA fter years on the rise, the U.S. maternal mortality rate decreased in 2022, new government data show. But maternal health experts warn there’s no reason to …

https://www.statnews.com/2024/05/02/maternal-mortality-rate-united-states-decrease-2022/

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Change Healthcare hackers broke in using stolen credentials — …

(5 days ago) WEBThe ransomware gang that hacked into U.S. health tech giant Change Healthcare used a set of stolen credentials to remotely access the company’s systems …

https://techcrunch.com/2024/04/30/uhg-change-healthcare-ransomware-compromised-credentials-mfa/

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The State of Data in Healthcare: Path Towards Standardization

(3 days ago) WEBThe HDS is an organizational framework designed to provide a comprehensive catalogue of the health and wellness data generated through all …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982788/

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Congress: Prevent baby formula shortages by passing a new bill

(4 days ago) WEBHere’s the background: In February 2022, Abbott recalled three brands of its baby formula after four babies became sick with bacterial infections after consuming the …

https://www.statnews.com/2024/05/02/prevent-baby-formula-shortages-passing-new-bill/

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In Covid hearing, lawmakers look to bar funds for virus researchers …

(2 days ago) WEBSarah Owermohle reports on the administration’s health care initiatives, federal health policy, and its intersection with politics and the courts. She joined STAT in …

https://www.statnews.com/2024/05/01/covid-lab-leak-theory-ecohealth-federal-funds/

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Microsoft to open first regional data centre in Thailand

(7 days ago) WEB, opens new tab will open its first regional data centre in Thailand, the tech giant said on Wednesday, as it looks to boost availability of cloud services. The news comes a …

https://www.reuters.com/technology/microsoft-open-first-regional-data-centre-thailand-2024-05-01/

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Big Data Management for Healthcare Systems: Architecture, …

(3 days ago) WEBRecent contributions on big data for healthcare systems are reviewed in Section 3. In Section 4, the components of the proposed big data architecture for …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6032968/

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Federal Register :: Clean Energy for New Federal Buildings and …

(5 days ago) WEBDOE notes that it used the best publicly-available data in its analysis, but data about the location of future new construction or major renovations in the Federal sector …

https://www.federalregister.gov/documents/2024/05/01/2024-08196/clean-energy-for-new-federal-buildings-and-major-renovations-of-federal-buildings

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Managing Unstructured Big Data in Healthcare System - PMC

(3 days ago) WEBMedical big data refers to large-scale data that is difficult to handle with existing database management systems in a digitalized healthcare environment …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6372467/

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