Research Overview:

Dr. Kamaleswaran’s research converges data science, signal processing, and multi-modal Artificial Intelligence (AI) with acute/critical illness, developing innovative autonomous/semi-autonomous systems to enhance bedside clinical decision-making. He investigates underlying mechanisms driving critical illness, multi-organ dysfunction, and host-factor mechanisms enabling rapid recovery, resilience, and optimal patient outcomes through advanced signal processing and AI-driven insights.