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