Pulmonary contusion: automated deep learning-based quantitative visualization.
Nathan SarkarLei ZhangPeter CampbellYuanyuan LiangGuang LiMustafa KhedrUdit KhetanDavid DreizinPublished in: Emergency radiology (2023)
Increasing auto-LCI values corresponded with increased risk of ARDS, longer ICU admissions, and longer periods of mechanical ventilation.
Keyphrases
- mechanical ventilation
- deep learning
- acute respiratory distress syndrome
- intensive care unit
- artificial intelligence
- spinal cord
- pulmonary hypertension
- convolutional neural network
- respiratory failure
- machine learning
- extracorporeal membrane oxygenation
- high resolution
- high throughput
- spinal cord injury
- single cell