Problem:
You are the Chief Technology Officer for the Midwest Cardiology Institute, the most extensive cardiology practice in the Midwest United States. With the increase of heart disease in the American population, there continue to be many more patients with heart health issues that require monitoring. This significant increase in cardiology patients that require monitoring has stretched the intended resources at the institute.
You have already demonstrated to the executive partners at Midwest Cardiology Institute that AI can be applied in AI-powered wellness wearables. The executive partners are seeking your consultation to propose a workable solution to resolve the issue with resources and demonstrate how AI can increase the Midwest Cardiology Institute's operations (growth) and profits (revenue maximization).
You will prepare a memorandum for the Cardiology Institute. This memorandum needs to be 4 pages, double-spaced, 12-point Times New Roman Font. You are required to include at least two references. You can use external references from our class in your reference list. These references need to be formatted in NXU style formatting at the end of the memo with appropriate in-text citations. You should include compelling justifications throughout the memo. The memorandum should include the following headers:
Create a plan that you can present to the partners as a memorandum. Your memo should contain, at the least, the following six sections:
- Executive Summary
- Background
- Revenue maximization
- Assess the various profit maximization techniques generally used in the healthcare industry.
- TensorFlow Application. Note: The TensorFlow analysis uses various models which apply to this case.
- Image Recognition. Note: Apply neural networks and convolutional neural networks. Cardiologists use various images of the heart in their diagnosis.
- Time Series Note: Apply recurrent neural networks to monitor cases of heart failure
- Recommendations
Include cited references.