Uncertainty estimation in the classification of histopathological images with HER2 overexpression using Monte Carlo Dropout.
Sebastián BórquezRaquel PezoaLuis SalinasClaudio E. TorresPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- histopathological images
- markov chain
- pattern recognition
- classification accuracy
- monte carlo methods
- feature extraction
- adaptive sampling
- markovian decision
- particle filter
- support vector machine svm
- matrix inversion
- variance reduction
- confidence intervals
- neural network
- support vector
- feature selection
- model selection
- image analysis
- parameter estimation
- temporal difference
- support vector machine
- dynamic programming
- feature space
- point processes
- machine learning