From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology.
Maximilian SpringenbergAnnika FrommholzMarkus WenzelEva WeickenJackie MaNils StrodthoffPublished in: Medical Image Anal. (2023)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- pattern recognition
- learning tasks
- machine learning models
- text classification
- classification accuracy
- supervised learning
- loss function
- feature space
- decision trees
- hidden markov models
- feature extraction
- support vector
- feature selection
- learning algorithm
- neural network
- higher order
- data sets
- semi supervised learning
- support vector machine svm
- object recognition
- probabilistic model
- class labels
- segmentation method
- learning problems
- dimension reduction
- computer vision