Deep Learning-Based Algorithm for Automatic Detection of Pulmonary Embolism in Chest CT Angiograms.
Philippe A GrenierAngela AyobiSarah QuenetMaxime TassyMichael MarxDaniel S ChowBrent D WeinbergPeter D ChangYasmina ChaibiPublished in: Diagnostics (Basel, Switzerland) (2023)
The DL-based algorithm has a high degree of diagnostic accuracy with balanced sensitivity and specificity for the detection of PE on CTAs.
Keyphrases
- deep learning
- pulmonary embolism
- machine learning
- artificial intelligence
- inferior vena cava
- convolutional neural network
- loop mediated isothermal amplification
- real time pcr
- label free
- computed tomography
- neural network
- image quality
- magnetic resonance imaging
- contrast enhanced
- magnetic resonance
- structural basis