John Garcia-Henao

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Distributed Systems & Hardware (1)Open-Source Models & Weights (1)Scientific Discovery & Drug Design (1)

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Santiago Ospitia (1)John Sanabria (1)

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May 21, 2026

University of ValleMay 21, 2026

SepsisAI Orchestrator: A Containerized and Scalable Platform for Deploying AI Models and Real-Time Monitoring in Early Sepsis Detection

Clinical AI deployments can suffer surprising performance degradations from over-provisioning compute resources, revealing a U-shaped scaling curve that demands careful tuning.

Santiago Ospitia, John Sanabria, John Garcia-Henao

Distributed Systems & Hardware Open-Source Models & Weights Scientific Discovery & Drug Design

John Garcia-Henao

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John Garcia-Henao

Research focus

Frequent co-authors

Papers (1)