Author

Kyunghyun Cho

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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

#machine learning Preprint Sep 2026

Reason in Style: Discovering and Controlling Style in Language Models

An algorithm is designed that learns to separate representations of content and style from language models' outputs and validate its effectiveness on math questions in a controlled setting, finding that style affects correctness: the probability of solving a problem depends on the style the authors condition on, and di...

Ioana Marinescu, E. Oermann, Kyunghyun Cho · 0 citations