How is AI used to train medical students?

I need an explanation for this Academic question to help me study.

This is an annotated bibliography the question must be; “How is AI used to train medical students? ” and below are sources and quotes to use.. you may need more sources to reach the criteria.

Reference: Wartman SA, Combs CD. Medical education must move from the information age to the age of artificial intelligence. Acad Med . 2018

Annotation: This is a scholarly source. The main claim of this source is that implementation AI in education is the way that learning will advance and the age of just sourcing information is becoming a thing of the past. “The practice of medicine is rapidly transitioning from the information age to the age of artificial intelligence.” focus on analyzing outcomes and improving performance, and communicate the meaning of the probabilities generated by massive amounts of data to patients, given their unique human complexities. “Systematic curricular attention must focus on the organization of professional effort among health professionals, the use of intelligence tools involving large data sets, and machine learning and robots, all the while assuring the mastery of compassionate care.”

Reference: Char DS, Shah NH, Magnus D. Implementing machine learning in health care—addressing ethical challenges. N Engl J Med. 2018

Annotation: This is a scholarly source. How machine learning in the medical field can improve the skill and confidence of students in the field.” In addition, the skills required of practicing physicians will increasingly involve facility in collaborating with and managing artificial intelligence (AI) applications that aggregate vast amounts of data, generate diagnostic and treatment recommendations, and assign confidence ratings to those recommendations.” “The ability to correctly interpret probabilities requires mathematical sophistication in stochastic processes, something current medical curricula address inadequately. In part, the need for more sophisticated mathematical understanding is driven by the analytics of precision and personalized medicine, which rely on AI to predict which treatment will work for a particular disease in a particular subgroup of patients.” This source claims that the use of sophisticated AI is the only way to adequately address the shortfalls of information based learnings.

Begin assignment instruction.

• Read Modules 3 and 4 in your course textbook.
• Review the Better Searches. Better Results handout.
• Review the GEN103 Determining Authority (Links to an external site.) and GEN103 Determining Currency (Links to an external site.)
• Review the Ashford Writing Center’s Thesis Statement (Links to an external site.) tutorial.
• Download and review the All Sources Annotated Bibliography template that you will complete and turn in for this assignment.

To prepare for this week’s assignment, apply the feedback your instructor gave you to revise your Week 3 assignment. To learn how to view the comments on your papers watch the Waypoint: Accessing Assignment Feedback (Links to an external site.) video

This week, you will complete your annotated bibliography

1. Find two appropriate non-scholarly sources using a search engine such as Google or Bing.
2. Create APA references for the non-scholarly sources.
3. Write annotations for the two non-scholarly sources.
4. Include references and annotations for the sources from Week 3.
5. Develop a thesis statement based on your research question.

Find Two Appropriate Non-Scholarly Sources Using a Search Engine such as Google or Bing

Locate the search terms you developed in Week 3. Use them and a search engine (like Google or Bing) to find two non-scholarly sources that address your research question. In order to be appropriate, these sources must pass the CRAAP test.

The non-scholarly source may be any of these types of sources:

• A newspaper or magazine article (not an editorial).
• An article from a professional organization website or trade journal (e.g., science, medical, etc.).
• An article or report from a .gov website.
• A blog post written by an expert on the topic.

The non-scholarly source may not be

• A book or book chapter.
• A scholarly article.
• A reference source (e.g., encyclopedia, almanac, dictionary).

Be sure to copy and record the URL (web address) of the non-scholarly sources that you choose so you can include it in your reference.

Create APA References for the Two Non-Scholarly Sources

Remember what you learned about how to format references in the APA Skill Check (Links to an external site.) on creating references. Then, create the APA references for both sources in the All Sources Annotated Bibliography template. Check your references using the Ashford Writing Center’s Formatting Your References List (Links to an external site.) to ensure they are correct. Also, you may view the Week 5 Annotated Bibliography Example to review correct format.

Write Annotations for the Two Non-Scholarly Sources

Now, you will write annotation for the two sources. The annotations must be in your own words, two paragraphs long, and address the points below. Provide brief descriptions, explanations or examples to support your answers.

Paragraph 1:

• What kind of source is this?
• What is the thesis or main claim of the source?
• What evidence or claims does the source present in support of the thesis? Present at least two examples of support the source uses.
• What other important claims does the source make?

Paragraph 2: Evaluate

• How adequately does the source support its thesis?
• How current is the information in the source relative to your research question?
• How credible and authoritative is the source for your research question?
• What limitations, if any, did you note in the source?
• How does the source help answer your research question?

Include references and annotations for sources from Week 3

Review the feedback from your instructor on your Week 3 Assignment. Make any revisions or corrections you think will improve your submission. Insert the revised references and annotations into the appropriate sections of your All Sources Annotated Bibliography template.

Develop a Thesis Statement Based on Your Research Question

Use the Turning Your Research Question into a Thesis Statement worksheet to help create your thesis statement. Your thesis statement should summarize the conclusions you came to after researching your topic and be no more than two sentences long. Note: you will not submit this worksheet for grading but will paste the thesis you develop at the beginning of your bibliography.

To make sure your submission is as strong as it can be it is recommended you:

• Use Grammarly (Links to an external site.) to assist in locating and correcting grammar and punctuation errors
• Submit your bibliography to Turnitin to make sure you did not accidently copy another’s work.
  • You may review the resource Understanding Turnitin (Links to an external site.) for more information.
• Submit your work to the Ashford Writing Center (Links to an external site.) for feedback. The Ashford Writing Center staff can help you identify formatting, grammar, and other common writing issues in your work and give you ideas for ways to fix them. The Ashford Writing Center staff is available by email or by chat.

The Final Annotated Bibliography

• Must be double-spaced, include a title page and be formatted according to APA style as outlined on the Ashford Writing Center (Links to an external site.) APA Formatting page. It should not include a References page.
• Must use the All Sources Annotated Bibliography template provided in the assignment instructions.
• Must use two scholarly articles, one e-book, and two non-scholarly sources.
• The Source Types handout offers additional guidance on appropriate source types. If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source for a particular assignment.