Utilizing Deep Learning to Identify an Ultrasound-guided Nerve Block Target Zone

Author:

Suissa Noam1,Jeffries Sean D1,Song Kevin1,Botros Samer1,Hemmerling Thomas M2

Affiliation:

1. McGill University,Department of Experimental Surgery,Montreal,Canada

2. McGill University,Dept. of Anesthesiology and Division of Experimental Surgery,Montreal,Canada

Publisher

IEEE

Reference9 articles.

1. Albumentations: Fast and Flexible Image Augmentations

2. Highlighting nerves and blood vessels for ultrasound-guided axillary nerve block procedures using neural networks

3. U-net: Convolutional networks for biomedical image segmentation;ronneberger;International Conference on Medical Image Computing and Computer-Assisted Intervention,2015

4. Perioperative fellowship curricula in anesthesiology: a systematic review;gharapetian;Canadian Journal of Anaesthesia-Journal Canadien D Anesthesie,2015

5. Ultrasound-guided nerve blocks: efficacy and safety. Best practice & research;warman;Anesthesiology Clinics,2009

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