Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans.
Michael RobertsDerek DriggsMatthew ThorpeJulian D. GilbeyMichael YeungStephan UrsprungAngelica I. Avilés-RiveroChristian EtmannCathal McCagueLucian BeerJonathan R. Weir-McCallZhongzhao TengEffrossyni Gkrania-KlotsasJames H. F. RuddEvis SalaCarola-Bibiane SchönliebPublished in: Nat. Mach. Intell. (2021)
Keyphrases
- ct scans
- chest radiographs
- x ray
- machine learning
- ct images
- lung nodules
- computer aided detection
- computed tomography
- computer tomography
- x ray images
- computer aided diagnosis
- detection method
- medical imaging
- feature selection
- region of interest
- pattern recognition
- three dimensional
- decision trees
- medical images
- fracture detection
- computer aided
- face detection
- pulmonary nodules