ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs.
Pascal RiedelReinhold von SchwerinDaniel SchaudtAlexander HafnerChristian SpätePublished in: J. Heal. Informatics Res. (2023)
Keyphrases
- privacy preserving
- deep learning
- chest radiographs
- severe acute respiratory syndrome
- x ray
- vertically partitioned data
- privacy preserving data mining
- unsupervised learning
- lung nodules
- x ray images
- private information
- privacy concerns
- weakly supervised
- mental models
- active shape model
- data privacy
- machine learning
- object detection
- decision trees
- data mining