Opportunistic Screening for Acute Vertebral Fractures on a Routine Abdominal or Chest Computed Tomography Scans Using an Automated Deep Learning Model.
Ye Rin KimYu Sung YoonJang Gyu ChaPublished in: Diagnostics (Basel, Switzerland) (2024)
The model showed a high level of accuracy in the test set and also the internal validation set. If this algorithm is applied opportunistically to daily torso CT evaluation, it will be helpful for the early detection of fractures that require treatment.
Keyphrases
- computed tomography
- deep learning
- dual energy
- positron emission tomography
- contrast enhanced
- image quality
- machine learning
- magnetic resonance imaging
- liver failure
- physical activity
- artificial intelligence
- respiratory failure
- clinical practice
- convolutional neural network
- bone mineral density
- magnetic resonance
- combination therapy
- hepatitis b virus
- body composition
- replacement therapy
- aortic dissection
- neural network
- clinical evaluation