AI applications expand amid concerns over bias and data protection

India is increasingly integrating Artificial Intelligence (AI) into its healthcare system as part of a broader push towards technology-enabled, inclusive development. AI applications are being deployed across disease prediction, medical imaging, telemedicine and personalised treatment planning, with the objective of improving efficiency, access and quality of care. These initiatives are being aligned with national digital health platforms such as the Ayushman Bharat Digital Mission (ABDM), which seeks to create interoperable digital health records and services.
AI-based tools in radiology and pathology are enabling faster and more accurate interpretation of X-rays, CT scans and biopsy samples, helping address shortages of specialist doctors, especially in rural and underserved regions. Predictive analytics is being used to track disease trends and potential outbreaks, supporting evidence-based public health planning. Virtual health assistants and remote diagnostics are further expanding access to basic healthcare services, reducing the burden on overstretched hospitals.

From a policy perspective, AI in healthcare offers significant gains in early diagnosis, cost reduction and system-level efficiency. It complements India’s demographic and geographic realities, where large populations and uneven healthcare infrastructure demand scalable solutions. By improving outreach and preventive care, AI also supports the goal of universal health coverage.

However, the rapid expansion of AI raises important ethical and governance concerns. Health data is highly sensitive, making data privacy, informed consent and secure storage critical issues. Algorithmic bias—arising from non-representative datasets—can lead to unequal outcomes across gender, caste, region or socio-economic groups. Additionally, the use of automated decision-making in clinical settings raises questions of accountability when errors occur.
To address these challenges, policymakers have emphasised the need for a robust data protection framework, ethical AI guidelines tailored to healthcare, and clear standards for interoperability and transparency. Capacity building of medical professionals is equally important, ensuring that AI is used as a decision-support tool rather than a substitute for clinical judgment.
Why it matters:
AI in healthcare has the potential to transform service delivery, improve equity and strengthen public health outcomes. Ensuring ethical, transparent and inclusive deployment will be key to harnessing its benefits while safeguarding patient rights and trust.

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