Advancing Healthcare of Vulnerable Populations Through AI and Wearable Devices

Explore a 44-minute conference talk on leveraging AI and wearable devices to improve healthcare for vulnerable populations. Delve into multidisciplinary collaborations addressing clinical challenges, focusing on AI-based neonatal pain assessment and sickle cell disease progression prediction. Examine the development of datasets, generative and multimodal approaches, and automated predictor quantification. Discover experimental results, ongoing work, and the potential of real-time temporal analysis and explainable AI in healthcare. Gain insights into the challenges and opportunities presented by automated clinical data analysis and risk stratification for vulnerable patient groups.