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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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Sachin V. Kamble

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Sep 2026

Assessment of Heart Rate, Acidosis, Consciousness, Oxygenation, and Respiratory Rate Score to Predict Noninvasive Ventilation Failure in Hypoxemic Patients.

BACKGROUND Acute hypoxemic respiratory failure (AHRF) is a life-threatening condition frequently managed with noninvasive ventilation (NIV) in intensive care units (ICUs). A significant proportion of patients fails NIV and requires escalation to invasive mechanical ventilation. Delayed recognition of NIV failure is ind...

Md. Amjad, G. Shiddapur, A. Dhamne et al. · 0 citations

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