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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Bitan Sarkar

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Preprint Sep 2026

Multi-Objective Composite Longitudinal Biomarker Scores for Improved Cancer Risk Assessment

Repeated blood-based biomarker measurements can improve cancer risk assessment by capturing longitudinal changes missed by single-time-point analyses. Parametric Empirical Bayes (PEB) incorporates prior measurements to estimate individualized reference values, but existing implementations do not account for the time be...

Bitan Sarkar, Ana M. Kenney, James P. Long et al. · 0 citations

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