Tracing the Heart: An Evidence-Linked Pipeline for Heart-Failure Feature Engineering
By Soorya Ram Shimgekar · Paper · cs.AI
Electronic health record (EHR) feature engineering is a major bottleneck in clinical research and AI, accounting for 39-45% of data scientists' workload. This is especially pronounced in heart failure, which affects an estimated 6.7 million U.S. adults and requires integrating fr