Semi Structured Data In Health Care

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Structured vs. Unstructured Data in Healthcare HealthTech

(Just Now) WEBStructured data in healthcare consists of demographic information (first and last name, date of birth, home address, gender), vital signs (height, weight, blood pressure, blood glucose), and data elements such as diagnostic or billing codes, medications and …

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

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Semistructured interviewing in primary care research: a …

(3 days ago) WEBThe most common type of interview used in qualitative research and the healthcare context is semistructured interview. 8 Figure 1 highlights the key features of …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6910737/

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Qualitative Methods in Health Care Research - PMC

(3 days ago) WEBData collection methods: Highly structured methods like questionnaires, inventories and scales. Semi structured like in-depth interviews, observations and …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8106287/

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Challenges and opportunities beyond structured data in …

(9 days ago) WEB3.3 Combining unstructured data with structured data. As stated in the introduction, EHR usually contains both structured and unstructured data. Structured …

https://wires.onlinelibrary.wiley.com/doi/10.1002/wics.1549

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Semi-structured Patient Data in Electronic Health Record

(2 days ago) WEBSemi-structured Data—where data has its self-describing nature and organized with minimal structure. Semi-structured data usually has the extended …

https://link.springer.com/chapter/10.1007/978-981-19-5184-8_12

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A Systematic Approach to Improving the Transparency of …

(3 days ago) WEBQualitative research using semi-structured interviews typically employs an iterative process in which data collection and analysis occur concurrently to refine questions and add new prompts to explore relevant topics inspired by participants in previous interviews to gain an in-depth understanding of the research question (DeJonckheere & …

https://journals.sagepub.com/doi/full/10.1177/16094069231220773

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Semi-Structured Data 101 Snowflake

(7 days ago) WEBSemi-structured data is unlike unstructured data in that it has some definite and consistent markers that create distinct semantic elements and impose an organizational hierarchy …

https://www.snowflake.com/guides/semi-structured-data-101

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HEDEA: A Python Tool for Extracting and Analysing Semi-structured

(3 days ago) WEBHealthcare Data Extraction and Analysis (HEDEA) is a system to extract information from clinical reports, including prescriptions, blood and urine test reports, and medical notes. For semi-structured data, the regular expressions directly extract the required data because the relevant data is expected to be labelled to a reference …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5944189/

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Integrating Structured and Unstructured EHR Data for …

(4 days ago) WEBOur recent study combined 16 structured variables and 10 topic modeling semi-structured variables from the Medical Information Mart for Intensive Care (MIMIC …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10001457/

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Semi-structured Patient Data in Electronic Health …

(Just Now) WEBSemi-structured Patient Data in Electronic Health Record . Rita Ganguly and Sayan Chakraborty . Abstract . In recent days, many healthcare organizations adopted …

https://link.springer.com/content/pdf/10.1007/978-981-19-5184-8_12.pdf

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Big data analytics in healthcare: promise and potential

(5 days ago) WEBIncreasingly, the data is in multimedia format and unstructured. The enormous variety of data—structured, unstructured and semi-structured—is a …

https://link.springer.com/article/10.1186/2047-2501-2-3

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Structured vs Unstructured Data in Healthcare - TrueNorth ITG

(8 days ago) WEBMedical images such as PET, CAT, and MRI scans, as well as X-rays and ultrasounds. Text files of varying lengths, such as medical notes and evaluations. Social media content …

https://www.truenorthitg.com/healthcare-unstructured-data/

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DESIGNING SEMI-STRUCTURED INTERVIEW GUIDES FOR …

(7 days ago) WEBKnowledge, attitudes, beliefs. Expectations about/perceptions of a given phenomenon. structured. Structures, processes, events. Your analytic options are shaped by your methods choices. For rapid, consider incorporating some structure into your semi-structured data collection. ©2021 Alison Hamilton.

https://www.hsrd.research.va.gov/for_researchers/cyber_seminars/archives/6394-notes.pdf

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(PDF) Strengths and Weaknesses of Semi-Structured Interviews …

(6 days ago) WEBThe importance and value of real-world data in healthcare cannot be overstated because it offers a valuable source of insights into patient experiences. Semi-structured interviews were

https://www.researchgate.net/publication/352565661_Strengths_and_Weaknesses_of_Semi-Structured_Interviews_in_Qualitative_Research_A_Critical_Essay

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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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HEDEA: A Python Tool for Extracting and Analysing Semi …

(1 days ago) WEBIn this paper, we introduce a system to extract, store, retrieve, and analyse information from health records, with a focus on the Indian healthcare scene. Methods: A Python-based …

https://pubmed.ncbi.nlm.nih.gov/29770248/

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Semi-structured data - Wikipedia

(Just Now) WEBSemi-structured data is a form of structured data that does not obey the tabular structure of data models associated with relational databases or other forms of data tables, but …

https://en.wikipedia.org/wiki/Semi-structured_data

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Semi-Structured Interview Definition, Guide & Examples - Scribbr

(2 days ago) WEBA semi-structured interview is a data collection method that relies on asking questions within a predetermined thematic framework. However, the questions are not …

https://www.scribbr.com/methodology/semi-structured-interview/

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What is Semi-Structured Data? Understanding With Examples

(7 days ago) WEBSemi-structured data typically contains metadata, such as tags, attributes, or keys, which provide context and organization to the data elements. 4. Mix of data …

https://atlan.com/what-is/semi-structured-data/

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Semistructured Data - an overview ScienceDirect Topics

(3 days ago) WEBSemi-structured data can be found in healthcare systems, enterprise document storage systems, and IIoT devices. (Chris Rima et al., 2014) NoSQL databases are popular for …

https://www.sciencedirect.com/topics/computer-science/semistructured-data

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Patient medication management, understanding and adherence …

(8 days ago) WEBStudy design. This qualitative longitudinal study, conducted from October 2020 to July 2021, used a qualitative descriptive methodology through four consecutive in …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-10784-9

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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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Structured vs. unstructured data: What's the difference? IBM

(4 days ago) WEBUses: Structured data is used in machine learning (ML) and drives its algorithms, whereas unstructured data is used in natural language processing (NLP) …

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

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Understanding Structured, Semi-Structured, and Unstructured …

(2 days ago) WEBOrganization: Structured data is well organized. Therefore, it has the highest level of organization. Semi-structured data is partially organized; hence the …

https://www.astera.com/type/blog/structured-semi-structured-and-unstructured-data/

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A Method for Parsing and Vectorization of Semi-structured Data …

(2 days ago) WEBThis paper presents a novel method for parsing and vectorizing semi-structured data to enhance the functionality of Retrieval-Augmented Generation (RAG) …

https://arxiv.org/abs/2405.03989

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Exploring factors affecting the unsafe behavior of health care …

(8 days ago) WEBThis study was carried out using the conventional qualitative content analysis. Participants were the number of 26 health care workers selected by purposive …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-11000-4

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Semistructured interviewing in primary care research: a balance of

(Just Now) WEBThe most common type of interview used in qualitative research and the healthcare context is semistructured interview.8 Figure 1 highlights the key features of this data collection …

https://fmch.bmj.com/content/7/2/e000057

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Difference between Structured, Semi-structured and Unstructured …

(8 days ago) WEBBig Data includes huge volume, high velocity, and extensible variety of data. There are 3 types: Structured data, Semi-structured data, and Unstructured data. …

https://www.geeksforgeeks.org/difference-between-structured-semi-structured-and-unstructured-data/

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Youth Suicide Attempts from the Perspective of Healthcare …

(6 days ago) WEBHealthcare professionals provide first aid and treatment for young people who have attempted suicide. In this study, the qualitative research method and …

https://www.tandfonline.com/doi/full/10.1080/01488376.2024.2349800

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Role and Challenges of Unstructured Big Data in Healthcare

(2 days ago) WEBTechnological development in healthcare is producing huge volume of different types of data. Patient demographic data, laboratory results, patient history, …

https://link.springer.com/chapter/10.1007/978-981-32-9949-8_22

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