AI for radiographic COVID-19 detection selects shortcuts over signal.
Alex J. DeGraveJoseph D. JanizekSu-In LeePublished in: Nat. Mach. Intell. (2021)
Keyphrases
- signal detection
- artificial intelligence
- matched filter
- detection accuracy
- automatic detection
- detection method
- detection rate
- signal processing
- detection algorithm
- low signal to noise ratio
- false positives
- machine learning
- false alarms
- case based reasoning
- target detection
- expert systems
- intelligent systems
- non stationary
- ai technologies
- ai systems
- john mccarthy
- noisy environments
- event detection
- medical images
- object detection