Civil Services Prepby Garima Malik & Nitin Sangwan

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General Science and Technology
Infection, immunity and diagnostic principles
AI in diagnostic work

UPSC · Prelims and Mains

General Science and Technology

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General Science and Technology

Matter, mixtures and chemical quantities
Atomic structure, bonding and reactions
Acids, metals and carbon compounds
Motion, forces and mechanical energy
Heat, sound and light
Electricity and magnetism
Cells and biological organisation
Nutrition, body systems and coordination
Reproduction, heredity and evolution
Infection, immunity and diagnostic principles
Classification of living organisms
Energy technologies and the nuclear fuel cycle
Biotechnology and genomic applications
Nanoscale materials and applications
Computers and communication networks
Space systems and Indian missions
Intellectual property and innovation
AI, robotics and emerging computing
Additive manufacturing
Indian scientific contributions and research capacity

← Infection, immunity and diagnostic principles

AI in diagnostic work

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Image analysis can support clinical interpretation
Clinical AI requires validation beyond its development data
Unrepresentative data can impair performance across patient groups
Health-data use requires privacy and consent safeguards
Clinical AI risk management includes human intervention

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