An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification.
Ashnil KumarJinman KimDavid LyndonMichael J. FulhamDavid Dagan FengPublished in: IEEE J. Biomed. Health Informatics (2017)
Keyphrases
- fine tuned
- convolutional neural networks
- image classification
- fine tuning
- convolutional network
- multi label
- ensemble learning
- feature extraction
- domain specific
- medical data
- medical diagnosis
- medical information
- bag of words
- ensemble methods
- image representation
- neural network
- class specific
- medical imaging
- patient records
- data sets
- random forest
- image features
- medical domain
- random forests
- pruning algorithm
- learning algorithm
- medical records
- medical treatment
- bag of features
- training set
- visual words
- machine learning
- information systems
- proceedings of the th international conference
- sparse representation
- medical knowledge
- decision trees
- ensemble classifier
- multiscale
- machine learning methods