CSE EXAM upsc prelims mains CAPF CDS NDA
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The toughest exam of the Nation & Dreams of many UPSC CSE.
Here we provide free materials related to all three stages of exam I.e. Prelims,Mains and Personality Test

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πŸ”† AI’s Role in India’s Healthcare Ecosystem

πŸ“Why in News?
AI is emerging as a tool to address India’s healthcare gaps β€” shortage of doctors, poor infrastructure, and unequal access β€” but it raises concerns about ethics, data privacy, and equity.

πŸ“Significance of AI in Healthcare
βœ… Diagnostics – AI detects subtle anomalies in scans (e.g. breast cancer detection study in Nature).
βœ… Personalized Treatment – Precision medicine using genetic, lifestyle, medical data (e.g. IBM Watson Oncology).
βœ… Drug Discovery – AI speeds up molecule design (e.g. Insilico Medicine created fibrosis drug in 46 days).
βœ… Clinical Workflows – NLP aids in EHR management, scheduling, reducing wait times.
βœ… Telemedicine & Remote Care – AI wearables, IoT devices for vitals; WHO’s Sarah chatbot for health promotion.
βœ… Medical Training – AI + VR/AR simulators for surgeons, adaptive learning for med students.

πŸ“Challenges in India
βœ… Infrastructure gaps – Many rural health centres lack electricity & internet.
βœ… Data issues – Poor quality, fragmented EHRs, lack of integration.
βœ… Digital divide – 45% population offline (2023).
βœ… Regulatory vacuum – DISHA Act pending, no clear AI-health rules.
βœ… Ethical concerns – Bias, consent, privacy risks.
βœ… High costs – AI systems costly vs India’s low health spending (1.8% GDP).
βœ… Language barriers – 22 official languages, 100s of dialects.

πŸ“ICMR Guidelines (2023)
βœ… 10 principles – Accountability, Autonomy, Privacy, Collaboration, Safety, Equity, Data Optimization, Fairness, Trustworthiness, Transparency.

πŸ“Way Forward
βœ… Strengthen National Health Resources Database with AI-ready protocols.
βœ… Build India-specific AI models using local data (e.g. IIT-Delhi’s AI for malaria & TB).
βœ… Tiered AI use – advanced AI in cities, robust low-connectivity tools in rural areas.
βœ… Regulatory sandbox for controlled AI testing.
βœ… Integrate AI education in medical training.
βœ… Establish AI Ethics Committee under MoHFW.
βœ… Upgrade digital health infra in rural centres.
βœ… Public awareness campaigns for trust (like Pulse Polio).

πŸ“UPSC Civil Services Examination – Previous Year Questions (PYQs)

Prelims
Q1. With the present state of development, Artificial Intelligence can effectively do which of the following? (2020)
 Bring down electricity consumption in industrial units
 Create meaningful short stories and songs
 Disease diagnosis
 Text-to-Speech Conversion
 Wireless transmission of electrical energy
Select the correct answer using the code given below:
(a) 1, 2, 3 and 5 only
(b) 1, 3 and 4 only
(c) 2, 4 and 5 only
(d) 1, 2, 3, 4 and 5
Ans: (b)



Q2. Consider the following pairs: (2018)
Terms sometimes seen in news β€” Context/Topic
1. Belle II experiment β€” Artificial Intelligence
2. Blockchain technology β€” Digital/Cryptocurrency
3. CRISPR–Cas9 β€” Particle Physics
Which of the pairs given above is/are correctly matched?
(a) 1 and 3 only
(b) 2 only
(c) 2 and 3 only
(d) 1, 2 and 3
Ans: (b)


Mains
Q.1 What are the areas of prohibitive labour that can be sustainably managed by robots? Discuss the initiatives that can propel the research in premier research institutes for substantive and gainful innovation. (2015)


Q.2 β€œThe emergence of the Fourth Industrial Revolution (Digital Revolution) has initiated e-Governance as an integral part of government”. Discuss. (2020)


#GS3 #DigitalHealth #PYQ #science_and_technology #ethics



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