Automatic vein measurement by ultrasonography to prevent peripheral intravenous catheter failure for clinical practice using artificial intelligence: development and evaluation study of an automatic detection method based on deep learning.
Toshiaki TakahashiGojiro NakagamiRyoko MurayamaMari Abe-DoiMasaru MatsumotoHiromi SanadaPublished in: BMJ open (2022)
Our automated AI-based image processing system may aid nurses in assessing peripheral veins using ultrasound images for catheterisation; however, further studies are still warranted.t.
Keyphrases
- deep learning
- artificial intelligence
- convolutional neural network
- big data
- machine learning
- clinical practice
- magnetic resonance imaging
- healthcare
- chemotherapy induced
- mental health
- ultrasound guided
- high dose
- contrast enhanced
- computed tomography
- label free
- real time pcr
- high throughput
- pulmonary embolism
- clinical evaluation