Artificial Intelligence Automation of Proptosis Measurement: An Indicator for Pediatric Orbital Abscess Surgery.

Roxana FuAndriy BandosJoseph K LeaderSamyuktha MelachuriTejus PradeepAashim BhatiaSrikala NarayananAshley A CampbellMatthew ZhangJosé-Alain SahelJiantao Pu

Published in: Ophthalmology and therapy (2023)

AI proptosis measures significantly differed from physician assessments and showed a good overall ability to predict the eventual treatment. The volumetric AI proptosis measurement significantly improved the ability to predict the likelihood of surgery compared to abscess volume alone. Further studies are needed to better characterize and incorporate the AI proptosis measurements for assisting in clinical decision-making.

Keyphrases

artificial intelligence
machine learning
minimally invasive
big data
coronary artery bypass
deep learning
decision making
emergency department
primary care
surgical site infection
atrial fibrillation
young adults
coronary artery disease
combination therapy
case control