MemU-Net: A new volumetric dose prediction model using deep learning techniques in radiation treatment planning.
Lekshmy P. ChandranAbdul Nazeer K. A.Niyas PuzhakkalDinesh MakunyPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- prediction model
- deep learning
- treatment planning
- treatment plan
- radiotherapy treatment
- intensity modulated radiation therapy
- radiation therapy
- computer aided
- ct images
- image guided
- unsupervised learning
- regression model
- machine learning
- imaging modalities
- prostate cancer
- clinical applications
- three dimensional
- mental models
- medical data
- automated segmentation
- cancer patients
- neural network
- pet ct
- radiation dose
- accurate segmentation
- x ray
- ct scans
- natural images
- higher order
- medical imaging