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Tom Velez

As seen in: Nature
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Articles by Tom Velez

Development of a machine-learning risk stratification tool for vasoactive medication need after two-bolus fluid resuscitation in pediatric suspected sepsis

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By Danielle Mercurio, Daniëlle Hirsch, Holly Depinet, Maya L. Dewan, Rishikesan Kamaleswaran, Jocelyn R. Grunwell, Tyrus Vong, Cody Cross, Maria Triantafyllou, Nora Wolff, Charles G. Macias, Ioannis Koutroulis, Tom Velez, Oluwakemi Badaki-Makun, Fehima Abdelrahman
| Nature Verified
Abstract Timely vasopressor initiation is critical in fluid-refractory pediatric septic shock, yet clinicians lack objective tools to identify children requiring early hemodynamic escalation after fluid resuscitation. We performed a retrospective multicenter study using electronic health record data from five pediatric emergency departments (March 2022-February 2025).
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