CS65-RE81 :: Ultrasound Guided Regional Anesthesia using Deep Learning

Ultrasound Guided Regional Anesthesia using Deep Learning

details
UGRA is a research project on nerve segmentation from ultrasound images using deep learning. The study utilizes both publicly available and private ultrasound datasets focusing on two main regions: the brachial plexus and the adductor canal. The model used is U-Net, and the research involves preprocessing, data augmentation, and experiments under different conditions.
tools & techniques
Python Torch
author
MR.DYLAN MAC YVES
รหัสนักศึกษา 65130500245
dylan.yves@mail.kmutt.ac.th
advisor
Jonathan Hoyin Chan