Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture.
Dan NguyenXun JiaDavid J. SherMu-Han LinZohaib IqbalHui LiuSteve B. JiangPublished in: CoRR (2018)
Keyphrases
- cancer patients
- deep learning
- treatment plan
- three dimensional
- radiation therapy
- lymph nodes
- clinical data
- prostate cancer
- treatment planning
- breast cancer
- unsupervised learning
- clinical trials
- machine learning
- ct images
- weakly supervised
- image guided
- computed tomography
- lung cancer
- mental models
- medical data
- imaging modalities
- densely connected
- graph mining
- automatic segmentation
- cancer classification
- computer aided
- learning strategies
- x ray
- knowledge discovery
- image segmentation