An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images.
Sagar Kora VenuPublished in: CoRR (2020)
Keyphrases
- x ray images
- learning models
- fine tuning
- x ray
- learning algorithm
- medical images
- machine learning
- learning tasks
- machine learning algorithms
- semi supervised learning
- learning problems
- classification models
- transfer learning
- lung nodules
- chest radiographs
- loss function
- conditional random fields
- computer aided surgery
- fine tuned
- fracture detection
- single view
- medical imaging
- training data
- microarray
- data sets
- supervised learning
- hidden markov models
- training set
- feature selection
- computer vision
- data mining