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Devashree Shukla

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S9-062025-1315026

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📚 Publications (3)

THE PERILS OF PREDICTIVE ANALYTICS: HOW AI DISTORTS INCENTIVES IN VALUE-BASED CARE MODELS
Journal: International Journal of Bioinformatics and Blockchain Technology (IJBBCT) • November 2024
The rapid integration of artificial intelligence (AI) and predictive analytics into value-based care (VBC) models promise enhanced efficiency, improved outcomes, and reduced costs. However, this resea...
Value-based care Artificial intelligence Predictive analytics Quadruple aim Algorithmic bias Healthcare incentives Health disparities Risk adjustment Healthcare policy.
AI-POWERED CLINICAL DECISION SUPPORT SYSTEMS (CDSS): CREATING A NEW FORM OF DIAGNOSTIC DEPENDENCE IN PRIMARY CARE
Journal: FRONTIERS IN PHARMACEUTICAL, MEDICAL AND HEALTH SCIENCES (FPMHS) • June 2025
This paper critically examines diagnostic dependence – the tendency of clinicians to over-rely on AI-driven clinical decision support systems (CDSS) – in primary care settings worldwide. We define dia...
Clinical decision support systems (cdss) Diagnostic dependence Automation bias Ai explainability Cognitive offloading Workflow integration Skill erosion Accountability frameworks.
AI DIAGNOSTICS ARE REINFORCING DIAGNOSTIC COLONIALISM: THE CASE OF LOW-INCOME COUNTRY DATA BIAS
Journal: FRONTIERS IN PHARMACEUTICAL, MEDICAL AND HEALTH SCIENCES (FPMHS) • April 2025
Contemporary machine learning diagnostic systems predominantly leverage data from high-income contexts, systematically marginalizing low-income country populations. This comprehensive analysis elucida...
Diagnostic colonialism Data sovereignty Algorithmic accountability Ai fairness Global health equity Decolonial ai Socio‑ecological bias Health disparities.
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