Data Mining in Healthcare

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You are required to do a literature review for attached 12 articles by following the below report structure: Introduction: Provide some background about the topic, the motivation for the literature review, purpose statement and the roadmap of the report.

Summarize The Literature: Discuss the major themes found in the articles with a clear taxonomy/classification, discuss the used research methods, discuss the differences and similarities between the papers and discuss what you have learnt from summarizing all papers and your analytical view on them. Linkage with The Practical State of the Art: Provide an overview about the technological state-of-the-art in the domain of the topic (e.g., market overview, major companies, main software, popular case studies) in addition to projecting this view on the Saudi status, if applicable. Conclusion: What was important about your study, what did you find out that was new to you and how would you expand the work in the future. The maximum accepted Turnitin percentage is 20%. List of articles :

1. Clinical data mining

2. Concurrence of big data analytics and healthcare: A systematic review

3. Data Mining and Information Retrieval in the 21st century: A bibliographic review

4. Data Mining in Healthcare – A Review

5. Data work in healthcare: An Introduction

6. Medical informatics research trend analysis: A text mining approach.

7. Mining and exploring care pathways from electronic medical records with visual analytics. 8. Mining Electronic Health Records (EHRS): A Survey. 9. Process mining in healthcare: A literature review 10. Studies in the use of data mining, prediction algorithms, and a universal exchange and inference language in the analysis of socioeconomic health data. 11. Systematic mapping study of data mining-based empirical studies in cardiology 12. Veracity in big data: How good is good enough

Proposed New Photographic Guidelines for Plastic Surgeons Using Social Media Platforms

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Description

Like the title suggests, this paper is about before and after photos of cosmetic plastic surgeries and making guidelines to standardize presentation on social media apps like instagram. The results and photos are often subjective, but we would like to make arguments to objectify them. I have attached 10/21/2019 Writers Hub – Freelance Writing  the beginning of the paper to help as a launching point. We need another 3000 words. I also attached other papers which examine medical photography. Attached are 22 screenshots from instagram which can be used as figures and talking points in the article (assign a figure number to each one). I can email them to you if they don’t upload here properly. Feel free to screenshot and use other before and after photos from plastic surgeons on instagram (@robertmorinmd , @drdana_nyc , @drghavami , @plastic.touch). The main procedures to go over are breast implant/lift, abdominoplasty, brazilian butt lift, rhinoplasty, and rhytidectomy. Ability to analyze photographs and include more references is needed. Some discussion points: Lighting criteria & angles Hairdo – consistency Makeup (Used or not? Should it be?) BMI change criteria (often used for abdominoplasty and gluteal augmentation) How many weeks or months out? Makes a difference 1 week vs. 6 months out from surgery and a lot of the time there’s no long term photos online on websites or social media posts. Importance of transparency in the profession for patients if they want to take American Association of Plastic Surgeons (ASPS) seriously.

Promoting and Evaluating Health Behaviors

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Conduct a literature search utilizing peer-reviewed journal articles, books, professional organization Web sites and articles, etc., to continue working on your program/intervention plan (Obesity in Children) and propose appropriate evaluation measures to evaluate effectiveness of your program.Write a complete workplan that shows your implementation procedures to address the health behavior and describing your methods to evaluate your program/intervention.

A workplan sample can be found at http://www.cdc.gov/OralHealth/state_programs/pdf/workplans.pdf Include a complete workplan with the following components: goals, objectives, activities, data measurement tools, timeframe, responsible person, and measures of success.

Describe how you will evaluate the effectiveness of your program. Make sure to include information on what evaluation tool you plan to use (e.g., questionnaire and survey).Discuss how you will know if your program or intervention is effective. Refer back to your program goal and objectives.

Health in society

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Description

full information is stated in the assignment brief. i chose “obesity” as my health issue to be discussed on. This topic has to be focused mostly on United Kingdom. The references must by Harvard referencing style. The role of the nurse at the last page of assignment brief must be discussed in 3 other nursing field that i am not currently studying which are ….. CHILD, MENTAL HEALTH AND LEARNING DISABILITY FIELDS as i am currently studying adult nurse

Community health plan

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Obtain the community health plan (or a summary) for your city ( Macon, Ga) or county and review the process that developed it for consistency with the 11 steps of Model Standards https://www.cdc.gov/eval/framework/index.htm and with the essential public health services framework. In what ways did the process and plan differ from these frameworks? Local health departments are listed here: https://www.naccho.org/membership/lhd-directory Requirements: Minimum of two full pages of text in length. Please ensure you cite your references in APA format.

Preventive screenings: colonoscopy infographic

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Assignment Description Infographic

Choose one older adult community population and create an infographic on a topic of preventative screenings or vaccines for this population. You may choose to focus on one specific preventative screening (like colonoscopy) or one specific vaccine (like pneumovax). You will create a one page infographic and then write an essay on the topic you chose.

View websites on How to create Infographics: *http://blog.hubspot.com/blog/tabid/6307/bid/34223/5-Infographics-to-Teach-You-How-to-Easily-Create-Infographics-in-PowerPoint-TEMPLATES.aspx *http://blog.hubspot.com/marketing/free-ppt-infographic-templates-designs-ht Submit an 8 X 11.5 color (one page Word or pdf. document) infographic on the importance of one of the concepts found in one of the assigned websites. Include a detailed description of the infographic and the APA references in an APA-formatted essay.

The description part of the essay assignment should be written in an APA-formatted essay. The essay should be at least 750 words in length and include at least two scholarly sources other than provided materials. Assignment Expectations: Length: One-page infographic PLUS essay of 750 to 1000 words in length Structure: Infographic: One-page. Essay: Include a title page and reference page in APA format.

These do not count towards the minimum word count for this assignment. Your essay must include an introduction and a conclusion. References:

Use appropriate APA style in-text citations and references for all resources utilized to answer the questions. A minimum of two (2) scholarly sources are required for this assignment. Rubric: This assignment uses a rubric for scoring. Please review it as part of your assignment preparation and again prior to submission to ensure you have addressed its criteria at the highest level. Format: Save your assignment as a Microsoft Word document (.doc or .docx) or a PDF document (.pdf)

Identify methods for assessing operational needs in a healthcare setting

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Paper details:

Unit outcome(s) addressed in this Assignment: Identify methods for assessing operational needs in a healthcare setting. Identify methods for evaluating operational processes. Analyze healthcare organization quality improvement methods. Course outcome(s) addresses in this Assignment: HA499-1: Knowledge Base: Demonstrate a sound foundational knowledge and understanding of the principles and practice in healthcare regarding administration, management, law, economics and policy. Instructions: For your Capstone Project, you will be performing research on a real-life healthcare organization. Drawing upon your learning in previous courses, you will be asked to analyze various facets and provide a detailed picture of the organization. The Capstone will consist of three sections. Each section is to be 1,600–2,000 words. Each section should have at least four references so there is a total of 12 references for the final Capstone Project submission in Unit 9. *****This part below only***** Section 1 – Submitted in Unit 2 Proposal and introduction of project Select hospital Write introduction State selected organization State rationale behind the selection of the organization Analysis of the organization Describe the organization’s structure: Facility physical settings Patient or client base Level of clinical activity and research Describe the mission, vision, and goals of the organization and how the organization supports these items Community and global impact Compose your sections using Standard American English as described in the APA guidelines available at Kaplan University Writing Center. You need to follow formal APA formatting for the project and include a title page and a reference page. Make sure you cite your reference in the text and on the reference page using proper APA format. Your instructor will make suggestions for improvement and provide follow-up needed for Sections 1 and 2. It is your responsibility to incorporate instructor feedback into the final presentation in order to achieve full credit. Hospital of choice: Hawaii Health Systems Corporation: http://www.hhsc.org/

Best practices for screening and early treatment for HIV in the Hispanic Community

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Best practices for screening and early treatment for HIV in the Hispanic Community

 

Paper details:

Dear WRITER, THESE ARE CORRECTIONS FOR SECTION 4 CORRECTIONS 1. Model for Analysis 2. Action in Networks 3. Policy Initiatives 4. Actions to promote Testing and Adoption of Treatment 5. Community Initiatives-1/2 page 6. Comment 9-1/2 page 7. Comment 10-1page 8. Comment 15-1 page

Key health facing Australian society

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Description

Look through a Marxist lens at type 2 diabetes as a health issue among Indigenous Australians. Apply concepts from sociology and anthropology to understand this health issue. Analyse social, cultural and environmental determinants to demonstrate the how and why type 2 diabetes is such a major issue among Indigenous Australians. Make recommendations to address this disease drawing on analysis and application of theory. There MUST be a minimum of five peer reviewed academic journal articles along with other references.

The relationship between internet addiction and depression/mental health

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Literature Review

(these instructions have been translated from french to english!, if you need any clarifications let me know) Now that you have chosen your topic and research questions, you are ready to immerse yourself in the lectures on this topic to allow them to study the authors before you.

The goal of this work A flawless stay To this work, you have to post-to-play, to one to play, to read, to read, to make, not one. Your job must include: title A clear statement of your research problem and your question. What do you want to know? Why is this an important question? (maximum ½ page) Summary and analysis between 4 and 6 scientific articles in pairs on your question or similar questions (2-2 ½ pages). Summarize how your research question is improved or build on existing literature (maximum ½ page). A complete list of bibliographic references.

The details: 2.5 to 3.5 pages, not counting the list of references (1000-1500 words). Maybe be a little longer. Use MLA / APA. Use page numbers 12-point font, double spaced Evaluation criteria: Follow instructions Clarity and quality of work References cited correctly Articulation of text with happy Solidity and coherence of argumentation Writing: quality of syntax and spelling