UPSC Previous Year Question | Mains GS3 | 2023
Introduce the concept of Artificial Intelligence (AI). How does AI help clinical diagnosis? Do you perceive any threat to privacy of the individual in the use of AI in healthcare? (150 words)
Answer
Introduction
Concept
Artificial Intelligence refers to computational systems that learn patterns from data to perform tasks such as classification, prediction, language processing and decision support.
Concept
Clinical value
- Machine-learning models detect anomalies in radiographs, scans, pathology slides and retinal images.
- They support risk prediction, triage, personalised treatment, drug discovery and remote monitoring, improving speed and consistency.
Clinical Value
Privacy threats
- Large health datasets can enable re-identification, unauthorised secondary use, surveillance or discriminatory profiling.
- Opaque models, insecure vendors and biased datasets can compromise autonomy, consent and fairness.
Privacy Threats
Safeguards
Use data minimisation, informed consent, anonymisation, encryption, audit trails, bias testing, human oversight and clear liability under a rights-based data-protection regime.
Keywords
Keywords
machine learning; clinical decision support; consent; anonymisation; algorithmic bias
Topics: artificial intelligence, healthcare technology, medical data privacy, science and technology