Important RGPV Question
Table of Contents
ToggleAL-504 (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 —

Read Also
Previous Year Question Paper
📚 Home Page – All PYQ – Artificial Intelligence and Machine Learning
(function() { var container = document.getElementById(‘cs-pyq-box’); var items = document.querySelectorAll(‘#cs-pyq-list li’); if (!items.length) return; var currentIndex = 0; var isPaused = false;function shakeNext() { if (isPaused) return;items.forEach(function(item) { item.classList.remove(‘cs-pyq-shaking’); var link = item.querySelector(‘a’); var bullet = item.querySelector(‘.pyq-bullet’); if (link) link.style.color = ‘#334155’; if (bullet) bullet.style.color = ‘#115e59’; });var activeItem = items[currentIndex]; void activeItem.offsetWidth; activeItem.classList.add(‘cs-pyq-shaking’);var activeLink = activeItem.querySelector(‘a’); var activeBullet = activeItem.querySelector(‘.pyq-bullet’); if (activeLink) activeLink.style.color = ‘#0f766e’; if (activeBullet) activeBullet.style.color = ‘#0f766e’;setTimeout(function() { if (activeLink) activeLink.style.color = ‘#334155’; if (activeBullet) activeBullet.style.color = ‘#115e59’; }, 500);currentIndex = (currentIndex + 1) % items.length; }shakeNext(); setInterval(shakeNext, 1000);if (container) { container.addEventListener(‘mouseenter’, function() { isPaused = true; }); container.addEventListener(‘mouseleave’, function() { isPaused = false; }); } })();
Important Questions
📚 Home Page – All Important Questions – Artificial Intelligence and Machine Learning
- ▶ IMP – Operating Systems, AL-501, V Sem
- ▶ IMP – Database Management Systems, AL-502, V Sem
- ▶ IMP – Information Retrieval, AL-503(A), V Sem
- ▶ IMP – Deep Learning, AL-503(B), V Sem
- ▶ IMP – Optimization Techniques in Machine Learning, AL-503(C), V Sem
- ▶ IMP – AI in Health Care, AL-504(A), V Sem
- ▶ IMP – Natural Language Processing, AL-504(B), V Sem
- ▶ IMP – Computational Intelligence, AL-504(C), V Sem
(function() { var container = document.getElementById(‘cs-imp-box’); var items = document.querySelectorAll(‘#cs-imp-list li’); if (!items.length) return; var currentIndex = 0; var isPaused = false;function shakeNext() { if (isPaused) return;items.forEach(function(item) { item.classList.remove(‘cs-imp-shaking’); var link = item.querySelector(‘a’); var bullet = item.querySelector(‘.imp-bullet’); if (link) link.style.color = ‘#334155’; if (bullet) bullet.style.color = ‘#9a3412’; });var activeItem = items[currentIndex]; void activeItem.offsetWidth; activeItem.classList.add(‘cs-imp-shaking’);var activeLink = activeItem.querySelector(‘a’); var activeBullet = activeItem.querySelector(‘.imp-bullet’); if (activeLink) activeLink.style.color = ‘#ea580c’; if (activeBullet) activeBullet.style.color = ‘#ea580c’;setTimeout(function() { if (activeLink) activeLink.style.color = ‘#334155’; if (activeBullet) activeBullet.style.color = ‘#9a3412’; }, 500);currentIndex = (currentIndex + 1) % items.length; }shakeNext(); setInterval(shakeNext, 1000);if (container) { container.addEventListener(‘mouseenter’, function() { isPaused = true; }); container.addEventListener(‘mouseleave’, function() { isPaused = false; }); } })();
Syllabus
- ▶ Syllabus of I Year All Branch
- ▶ Syllabus of III Sem Artificial Intelligence and Machine Learning – All Subjects
- ▶ Syllabus of IV Sem Artificial Intelligence and Machine Learning – All Subjects
- ▶ Syllabus of V Sem Artificial Intelligence and Machine Learning – All Subjects
- ▶ Syllabus of VI Sem Artificial Intelligence and Machine Learning – All Subjects
- ▶ Syllabus of VII Sem Artificial Intelligence and Machine Learning – All Subjects
- ▶ Syllabus of VIII Sem Artificial Intelligence and Machine Learning – All Subjects
(function() { var container = document.getElementById(‘cs-syllabus-box’); var items = document.querySelectorAll(‘#cs-syllabus-list li’); if (!items.length) return; var currentIndex = 0; var isPaused = false;function shakeNext() { if (isPaused) return;items.forEach(function(item) { item.classList.remove(‘cs-shaking’); var link = item.querySelector(‘a’); var bullet = item.querySelector(‘.bullet’); if (link) link.style.color = ‘#334155’; if (bullet) bullet.style.color = ‘#64748b’; });var activeItem = items[currentIndex]; void activeItem.offsetWidth; activeItem.classList.add(‘cs-shaking’);var activeLink = activeItem.querySelector(‘a’); var activeBullet = activeItem.querySelector(‘.bullet’); if (activeLink) activeLink.style.color = ‘#0284c7’; if (activeBullet) activeBullet.style.color = ‘#0284c7’;setTimeout(function() { if (activeLink) activeLink.style.color = ‘#334155’; if (activeBullet) activeBullet.style.color = ‘#64748b’; }, 500);currentIndex = (currentIndex + 1) % items.length; }shakeNext(); setInterval(shakeNext, 1000);if (container) { container.addEventListener(‘mouseenter’, function() { isPaused = true; }); container.addEventListener(‘mouseleave’, function() { isPaused = false; }); } })();
