… this review paper on deep learning (DL) in medical imaging and radiation therapy are to (a) …
of DL in medical imaging and radiation therapy, identify common themes, discuss methods …

… review of deep learning-based organ and structure segmentation techniques for
radiation therapy planning is presented in this article. The main aim is to explore the deep-CNN …

… We present DeepDose, a deep learning framework for fast dose calculations in radiation
therapy. Given a patient anatomy and linear-accelerator IMRT multi-leaf-collimator shape or …

… , an essential step of radiation therapy treatment planning, … The deep learning-based automatic
segmentation method … major deep learning architectures of supervised learning fashion …

… In the last few years, deep learning has made a quantum leap in the … towards deep learning
to reduce our dependence on handcrafted features, and allow the deep network to learn its …

… Another recent study demonstrated excellent performance utilizing deep learning … of deep
learning generated pseudo CTs in the application of treatment planning in radiation therapy on …

… the use of ML to predict radiation therapy outcomes from the … a variant known as “deep
learning” that uses much more … deep learning has not yet been applied to radiation therapy …

… in an ideal scenario, Shen's deep learning-based method … In our study, we have further
validated our deep-learning based … the robustness of our deep learning based method at a …

… deep learning in radiation … Deep Learning in radiation oncology, directed at a clinically-oriented
reader. The search strategy included the search terms “radiotherapy” and “deep learning.…

… an essential step in radiation therapy; however, it is notoriously time-consuming and prone
to inter-observer variation. Herein, we report a deep learning-based automatic segmentation (…