Author

Jae Hyuk Choi

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#reinforcement learning Open access Oct 2026

Development and validation of VentPilot: an AI-based recommendation system for mechanical ventilation

Mechanical ventilation requires repeated adjustment to changing patient physiology, but consistent individualized management remains challenging. We developed VentPilot, an artificial intelligence–based system for recommending ventilator settings, and evaluated it in multicenter retrospective validation cohorts. VentPi...

H. Lee, Ga-On An, Yeonwoo Jeong et al. · Journal of Intensive Care · 0 citations

Review Open access Sep 2026

The Effect of Intravenous Dextrose Administration on Postoperative Nausea and Vomiting: Systematic Review and Meta-Analysis with Trial Sequential Analysis

Perioperative intravenous dextrose is an effective nonpharmacological adjunct for PONV prevention, with efficacy that may vary according to the timing of administration; however, this timing-based pattern was formally supported by a significant subgroup interaction test only for the use of rescue antiemetics.

J. Choi, Pyung-Gul Park, G. Choi et al. · Medicina · 0 citations