A Deep Learning Approach for Surgical Instruments Detection System in Total Knee Arthroplasty - Automatic Creation of Training Data and Reduction of Training Time -.
Ryusei KasaiKouki NagamunePublished in: J. Adv. Comput. Intell. Intell. Informatics (2024)
Keyphrases
- deep learning
- training data
- deep architectures
- training set
- restricted boltzmann machine
- supervised learning
- training examples
- training samples
- unsupervised learning
- surgical instruments
- machine learning
- weakly supervised
- decision trees
- object detection
- object detectors
- learning algorithm
- data sets
- mental models
- vision system
- object recognition
- labeled data
- pattern recognition
- eye tracking
- minimally invasive surgery
- real time