Important RGPV Question
AL504 (A) AI in Health Care
V Sem, AIML
UNIT 1- Disease detection with computer vision
Q.1) What are the applications of Al in health care? Illustrate how remote patient monitoring works by using AI.
(RGPV Nov 2023)
Q.2) Explain the concept of wearable health technology and its connection to AI.
(RGPV Nov 2023)
Q.3) Describe how Al is being employed in managing and optimizing hospital resources.
(RGPV Nov 2023)
UNIT 2-Evaluating models Sensitivity
Q.1) Which evaluation metrics are used for evaluating the model’s efficiency?
(RGPV Nov 2023)
Q.2) How does Al assist in medical image segmentation?
UNIT 3-Linear prognostic models Medical Prognosis
Q.1) Discuss the concept of linear prognostic models for medical Prognosis.
(RGPV Nov 2023)
Q.2) Which techniques are used to fix overfitting?
(RGPV Nov 2023)
Q.3) How does Al predict the risk of heart disease?
(RGPV Nov 2023)
UNIT 4-Linear prognostic models Medical Prognosis
Q.1) Differentiate between the survival model and the time survival model.
(RGPV Nov 2023)
Q.2) How does the Nelson Aalen estimator estimate the cumulative hazard function?
(RGPV Nov 2023)
Q.3) What do you understand by survival tree? Explain with an example.
(RGPV Nov 2023)
UNIT 5-Medical Treatment Effect Estimation
Q.1)
EXTRA QUESTIONS-
Q.1) What is the CATE (conditional average treatment effect) and why do we use it?
(RGPV Nov 2023)
Q.2) How does Al improve patient triage in emergency rooms?
(RGPV Nov 2023)
Q.3) How does Al contribute to improving the efficiency of Electronic Health Record (EHR) systems?
(RGPV Nov 2023)
Q.4) Write short notes on any two: a) Al in Disease Detection b) Virtual Health Assistants c) Medication Adherence d) Sentiment Analysis
(RGPV Nov 2023)
— Best of Luck for Exam —
