Dealing with Scarce Labelled Data: Semi-supervised Deep Learning with Mix Match for Covid-19 Detection Using Chest X-ray Images.
Saúl Calderón RamírezRaghvendra GiriShengxiang YangArmaghan MoemeniMario UmañaDavid A. ElizondoJordina Torrents-BarrenaMiguel A. Molina-CabelloPublished in: ICPR (2020)
Keyphrases
- x ray images
- deep learning
- unlabelled data
- labelled data
- semi supervised
- chest radiographs
- x ray
- unsupervised learning
- fracture detection
- medical images
- co training
- single view
- semi supervised learning
- lung nodules
- weakly supervised
- multi view
- training data
- supervised learning
- machine learning
- multiple views
- object detection
- mental models
- active learning
- pairwise
- labeled data
- ct images
- concept drift
- similarity measure
- image segmentation