Semi-Automatic Synthetic Computed Tomography Generation for Abdomens Using Transfer Learning and Semi-Supervised Classification.
Jiamin ZhengJiawei CaoZixian WangFan LiuSihan WangTianying WuChen YangKaifa ZhaoYizhang JiangPengjiang QianPublished in: J. Medical Imaging Health Informatics (2019)
Keyphrases
- collaborative filtering
- semi automatic
- transfer learning
- computed tomography
- semi supervised classification
- ct images
- labeled data
- semi supervised learning
- medical images
- medical imaging
- image reconstruction
- ct scans
- semi supervised
- learning tasks
- unlabeled data
- three dimensional
- fully automatic
- knowledge transfer
- gold standard
- cross domain
- structure learning
- co training
- multi task
- training data
- learning algorithm
- target domain
- active learning
- machine learning
- multi view
- supervised learning
- region of interest
- prior knowledge
- data points
- information extraction
- super resolution
- pairwise constraints
- labeled and unlabeled data
- text classification