How Different Data Sources Impact Deep Learning Performance in COVID-19 Diagnosis using Chest X-ray Images.
Zhang ZhangXiaoyong ZhangKei IchijiIvo BukovskyShuo-Yan ChouNoriyasu HommaPublished in: IIAI-AAI (2023)
Keyphrases
- x ray images
- deep learning
- data sources
- x ray
- medical images
- unsupervised learning
- unsupervised feature learning
- machine learning
- chest radiographs
- lung nodules
- medical imaging
- single view
- weakly supervised
- mental models
- clinical data sets
- fracture detection
- computer aided surgery
- image patches
- active learning
- multiscale
- dual energy
- data mining