Use of Convolutional Neural Nets and Transfer Learning for Prediction of Surgical Site Infection from Color Images.
Richard Ribón FletcherGabriel SchneiderBethany Hedt-GauthierTheoneste NkurunzizaBarnabas AlayandeRobert RivielloFredrick KateeraPublished in: EMBC (2021)
Keyphrases
- transfer learning
- neural nets
- learning tasks
- color images
- knowledge transfer
- labeled data
- reinforcement learning
- multi task
- cross domain
- active learning
- collaborative filtering
- neural network
- transfer knowledge
- machine learning
- feed forward
- semi supervised learning
- back propagation
- hidden layer
- text classification
- learning algorithm
- artificial neural networks
- image processing
- manifold alignment
- domain adaptation
- data sets
- artificial intelligence
- restricted boltzmann machine
- supervised learning
- training data
- information retrieval
- target domain
- feature extraction
- nearest neighbor
- text mining
- machine learning algorithms
- text categorization
- markov random field
- image classification