1. Identify the UMLS concepts and semantic relationships for influenza. (20 points)
2. Consider the sentence, “Junk food can lead to bad health” Identify the semantic ambiguity associated with it providing the necessary details involved in the ambiguity. (20 points)
3. Using Python write a short program to calculate the output of a Sigmoid function for dataset 1 (20 points).
4. Consider the sentence, “Diabetes can lead to deadly heart problems.” Identify and explain any two ambiguities associated with the sentence. (20 points)
5. Using no less than 400 words please explain how FHIR is used to ensure interoperability Electronic Health Record systems. (20 points)
