Automatic Classification of Diabetic Foot Ulcer Images - A Transfer-Learning Approach to Detect Wound Maceration.
Jens HüsersGuido HaferJan HeggemannStefan WiemeyerMareike PrzysuchaJoachim DissemondMaurice MoellekenCornelia Erfurt-BergeUrsula HübnerPublished in: ICIMTH (2021)
Keyphrases
- automatic classification
- transfer learning
- image dataset
- input image
- automatic detection
- object recognition
- reinforcement learning
- image collections
- learning algorithm
- knowledge transfer
- multi task
- machine learning algorithms
- text classification
- learning tasks
- image annotation
- transfer knowledge
- semi supervised learning
- labeled data
- feature space
- natural language
- training data
- cross domain
- machine learning