High-Risk Patient Identification Model Creation

I am seeking a professional with experience in clinical prediction model development to create a tailored system for my organization. This project will focus on using patient demographic information, medical histories, and clinical observations to identify high-risk patients.

The desired output of this model is twofold:

1. The Probability of high-risk classification - this will enable us to determine the likelihood of a patient being categorized as high risk.
2. The Severity level of risk - this information will quantify the degree of risk associated with each patient.

Preferred skills and experiences for this project are:
- Clear understanding of clinical data and how to interpret it.
- Proven experience building predictive models, especially in a clinical or medical setting.
- An outstanding analytical and problem-solving capability.

I anticipate this project requiring ongoing collaboration and efficient communication, as we refine the model to ensure it best serves our needs. So, excellent communication skills are a must.