Towards radiologist-level cancer risk assessment in CT lung screening using deep learning.
Stojan TrajanovskiDimitrios MavroeidisChristine Leon SwisherBinyam Gebrekidan GebreBastiaan S. VeelingRafael WiemkerTobias KlinderAmir TahmasebiShawn M. RegisChristoph WaldBrady J. McKeeSebastian FlackeHeber MacMahonHomer H. PienPublished in: Comput. Medical Imaging Graph. (2021)
Keyphrases
- risk assessment
- deep learning
- ct images
- lung cancer
- medical images
- risk factors
- risk management
- network security
- computed tomography
- unsupervised learning
- ct scans
- decision making
- ct data
- machine learning
- mental models
- information security
- medical imaging
- x ray
- pattern recognition
- lymph nodes
- intraoperative
- lung nodules
- medical practitioners
- breast cancer
- maximum likelihood
- computer aided diagnosis
- text classification
- management system
- active learning