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Fatir Ihsan on Muck Rack

Fatir Ihsan

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Articles

Prediction of intubation risk in patients with alcohol withdrawal using explainable machine learning

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By Sina Ansari, Andrew Bryant, Parnia Khamooshi, Fatir Ihsan
| Nature Verified
Abstract Alcohol withdrawal is a common and potentially life-threatening condition that can rapidly progress to respiratory failure requiring intubation. Clinicians must make timely decisions about monitoring intensity, treatment strategy, equipment needs, and escalation of care, yet existing bedside tools primarily assess withdrawal severity rather than functional outcomes such as intubation risk.
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