As a leading MedTech startup, we are innovating patient care by introducing AI-based devices for ICUs to predict health outcomes. Our focus is on advanced AI models capable of foreseeing critical events in ICUs, enabling early interventions to reduce mortality rates and improve prognosis. Our expertise lies in interpreting vital signs, and we utilize our cutting-edge 'TimeFormer' technology to enhance the accuracy of time series data analysis. This represents a significant advancement in medical AI, providing invaluable insights for healthcare professionals.