Langjun Li

Key Words Pneumonia-associated sepsis Acute kidney injury Multimodal deep learning Lung Adipose tissue INTRODUCTION Sepsis is a life-threatening organ dysfunction caused by an immune dysregulation in response to infection (1,2). Despite advancements in modern medical technology, accurately predicting sepsis-related complications remains a major challenge in critical care (3).

Abstract Machine learning is the core of artificial intelligence. Using optical signals for training and converting them into electrical signals for inference, combines the strengths of both, and thus can greatly improve machine learning efficiency. Optoelectronic memories are the hardware foundation for this strategy.