This assignment focuses on ontology application to healthcare. Below are several articles for you to review. You can use one of these articles or select a different one. You need to write an essay on...

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This assignment focuses on ontology application to healthcare. Below are several articles for you to review. You can use one of these articles or select a different one. You need to write an essay on how ontologies are applied to healthcare. Be sure to discuss ontologies in healthcare in general, then provide a specific example of an ontology already used in healthcare from your selected article. You will need to provide a summary of your article. Be sure to discuss what the ontology is, how it was created, what could be changed to make it better.




Normalization and Standardization of Electronic Health Records for High-throughput Phenotyping: the SHARPn Consortium


Download Normalization and Standardization of Electronic Health Records for High-throughput Phenotyping: the SHARPn Consortium





The Human Phenotype Ontology Project: Linking Molecular Biology and Disease Through Phenotype Data


Download The Human Phenotype Ontology Project: Linking Molecular Biology and Disease Through Phenotype Data




Gene Ontology Annotations and Resources




An Ontology-driven, Diagnostic Modeling System


Download An Ontology-driven, Diagnostic Modeling System





Knowledge Retrieval from PubMed Abstracts and Electronic Medical Records with the Multiple Sclerosis Ontology


Download Knowledge Retrieval from PubMed Abstracts and Electronic Medical Records with the Multiple Sclerosis Ontology





Ontology-guided Organ Detection to Retrieve We Images of Disease Manifestation: Towards the Construction of a Consumer-based Health Image Library


Download Ontology-guided Organ Detection to Retrieve We Images of Disease Manifestation: Towards the Construction of a Consumer-based Health Image Library




Grading


Only peer reviewed articles will be accepted for full credit. The minimum word count requirement is 600 words, but no more than 1000 words. The report must be prepared in an essay form; not as a list of bullet points. For a grading breakdown, please review the rubric below.








Rubric





Assignment Rubric (1) (1)


























































Assignment Rubric (1) (1)

CriteriaRatingsPts




This criterion is linked to a Learning Outcome

Name/Font/Formatting




















5pts

Excellent

Includes the student’s name, uses fonts and formatting consistently throughout the report









3pts

Good

Includes the student’s name, uses fonts and formatting consistently throughout the report









2pts

Acceptable

Uses different fonts and multiple font sizes or does not include the student’s name/heading









0pts

Unacceptable

N/A







5pts






This criterion is linked to a Learning Outcome

Length




















10pts

Excellent

Exceeds by 100 words the minimum word count









3pts

Good

Meets the minimum word count









2pts

Acceptable

Does not meet the minimum word count









0pts

Unacceptable

Does not meet the minimum word count by more than 100 words







10pts






This criterion is linked to a Learning Outcome

Introduction




















10pts

Excellent

Presents a detailed background to what the paper is about.









3pts

Good

Minimally discusses what the paper is about.









2pts

Acceptable

Introduction does not relate to the paper.









0pts

Unacceptable

Does not include an introduction







10pts






This criterion is linked to a Learning Outcome

Paper Summary




















20pts

Excellent

Presents a detailed summary on the paper.









12pts

Good

Presents a summary on the paper.









8pts

Acceptable

Presents a short summary on the paper.









0pts

Unacceptable

Does not include a summary.







20pts






This criterion is linked to a Learning Outcome

Bibliography




















10pts

Excellent

Includes a bibliography and in-text citations that are formatted properly. Two additional sources are cited in APA format.









3pts

Good

Includes a bibliography formatted properly and two additional sources are cited.









2pts

Acceptable

Includes a bibliography and in-text citations but 1-3 formatting errors are present









0pts

Unacceptable

Includes a bibliography and in-text citations but 4 f formatting errors are present







10pts






This criterion is linked to a Learning Outcome

Flow/Clarity of Writing



















10pts

Excellent

Has no grammatical/spelling formatting errors. The text goes from general ideas to specific conclusions. Transitions tie sections/paragraphs together. Writing is crisp, clear, and succinct. The author incorporates the active voice when appropriate. Meaning is explicit









2pts

Acceptable

Has major grammatical/spelling errors. References are not formatted properly. There is a basic flow from one section to the next, but not all sections or paragraphs follow in a natural or logical order. Hard to know what the author is trying to express.









0pts

Unacceptable

Has major grammatical/spelling errors. References are not included. The report appears to have no direction, with sections/paragraph appearing disjointed.







10pts






This criterion is linked to a Learning Outcome

Application to Healthcare




















20pts

Excellent

Presents a detailed summary as to how the ontology can be applied to healthcare









10pts

Good

Presents a summary as to how the ontology can be applied to healthcare









5pts

Accpetable

Briefly discusses the ontology's use in healthcare but it is lacking detail and discussion









0pts

Unacceptable

Does not discuss the onotology application to healthcare







20pts






This criterion is linked to a Learning Outcome

Ontology Example




















15pts

Excellent

In detail, discusses a specific ontology example, discusses its creation and how it can be improved.









8pts

Good

Discusses a specifc ontology example, but does not fully explain its creation or how it can be improved.









4pts

Acceptable

Mentions an ontology example but does not elaborate on its creation or how it can be improved









0pts

Unacceptable

Only briefly mentions an example of an ontology







15pts



Total Points:100



Answered 7 days AfterOct 31, 2022

Answer To: This assignment focuses on ontology application to healthcare. Below are several articles for you to...

Dr Insiyah R. answered on Nov 07 2022
54 Votes
Article: Ontology-guided organ detection to retrieve web images of disease manifestation: towards the construction of a consumer-based health image library
Introduction    1
Conclusion    3
Reference    4
Introduction
In medicine and practical applications, both textual a
nd graphic information are essential. Natural language and graphics are needed to describe illnesses, medical procedures, and other topics that are important to doctors, carers, and patients. circumstances and methods Researchers have built and recycled a variety of elaborate models to databases of medical terminology texts like the Integrated Medical Language System (UMLS). Conversely, there has been a dearth of research attempting to standardise medical information visually (Bukhari et al,2015). Several medical picture databases focus on a particular topic, such as a database of lung CT scans or an archive of cardiovascular MRI scans or a database of human anatomy photographs. This is primarily due to the time-consuming and arduous nature of the picture-gathering methods, which severely restricts the size of these databases (Chen et al,2013). As an added bonus, they comment on pictures with phrases written in a common language, which might cause confusion while searching for pictures. Finally, most existing picture databases are behind paywalls.
When it comes to encoding useful information in biomedicine, ontologies have shown to be particularly effective. The ease with which they may be used in the reasoning processes by medical decision assistance systems and the formal but straightforward, powerful, and incremental nature of the biological information they record are two explanations for this success (Kim et al,2014).
Our ultimate objective is to create a patient-centric, large-scale health picture base that is available online without charge and that includes photos of human illness symptoms, organs, medications, and other medical entities. Our picture database will follow the UMLS template and be annotated with words from established medical ontologies like the FMA, which is a departure from prior efforts (Gurcan et al,2017).
For this reason, researchers focus on collecting photographic pictures, which make up a significant portion of all biological images, since the information base is intended for laypeople. As far as researchers know, their first attempt is to develop a large-scale medical picture base with attached ontology words (Zillner et al,2014).
The most challenging part of creating this picture database is amassing a significant number of trustworthy photos for millions of medical phrases. The Internet is a rapidly expanding, widely accessible, and free...
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