Hee-Soo Kim

Deep-learning-based postoperative desaturation prediction using spirometry image data.

Postoperative desaturation, a significant concern following laparoscopic and robot-assisted procedures, is associated with increased mortality rates and prolonged stays in the recovery room. Although modern anesthesia workstations offer real-time spirometry pressure-volume loops for each breath, their clinical utility...