AI in Health Care (AL-504 (A)) - Important Questions

Write short notes on any two:

Which evaluation metrics are used for evaluating the model's efficiency?

How does AI assist in medical image segmentation?

Discuss the concept of linear prognostic models for medical Prognosis.

Which techniques are used to fix overfitting?

How does AI predict the risk of heart disease?

Differentiate between the survival model and the time survival model.

How does the Nelson Aalen estimator estimate the cumulative hazard function?

What do you understand by survival tree? Explain with an example.

What is the CATE (conditional average treatment effect) and why do we use it?

What are the applications of AI in health care? Illustrate how remote patient monitoring works by using AI.

Explain the concept of wearable health technology and its connection to AI.

Describe how AI is being employed in managing and optimizing hospital resources.

How does AI improve patient triage in emergency rooms?

How does AI contribute to improving the efficiency of Electronic Health Record (EHR) systems?