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
- mechanical ventilation
- computed tomography
- acute respiratory distress syndrome
- deep learning
- intensive care unit
- dual energy
- positron emission tomography
- contrast enhanced
- machine learning
- image quality
- magnetic resonance imaging
- liver failure
- artificial intelligence
- clinical practice
- drug induced
- convolutional neural network