Malini Mahendra

Removing Temporal Note Redundancy Improves Multimodal Reinforcement Learning for Medicine

Mechanical ventilation is a critical life-support intervention, requiring dynamic adjustments to ventilator settings as a patient's condition evolves. While reinforcement learning (RL) offers a promising framework for optimizing these sequential decisions, standard approaches rely primarily on structured electronic hea...