Deep Learning and Computer Vision Techniques for Automated Total Hip Arthroplasty Planning on 2-D Radiographs.
Minwoo KimIl-Seok OhSun-Jung YoonPublished in: IEEE Access (2022)
Keyphrases
- deep learning
- total hip arthroplasty
- computer vision
- intraoperative
- computer assisted
- x ray
- machine learning
- unsupervised learning
- unsupervised feature learning
- object recognition
- computer aided
- medical imaging
- pattern recognition
- data mining
- deep architectures
- surgical planning
- object detection
- image features
- three dimensional
- mental models
- weakly supervised
- imaging modalities
- image processing
- object tracking
- training data
- image guided
- bayesian networks
- pairwise