Full resolution convolutional neural network based organ and surgical instrument classification on laparoscopic image data.
Praveen SR KonduriG. Siva Nageswara RaoPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- image data
- neural network
- robot assisted
- classification accuracy
- surgical instruments
- preprocessing
- decision trees
- pattern recognition
- feature extraction
- machine learning
- real time
- text classification
- medical images
- support vector machine
- high resolution
- feature selection
- low resolution
- training samples
- support vector machine svm
- laparoscopic surgery
- classification method
- pattern classification
- magnetic resonance
- feature space
- operating room
- feature vectors
- minimally invasive surgery
- image guided
- automatic classification
- classification models
- mr images
- virtual reality
- supervised learning