Deep learning-based automated pipeline for blood vessel detection and distribution analysis in multiplexed prostate cancer images.
Grigorios M. KarageorgosSanghee ChoElizabeth McDonoughChrystal ChadwickSoumya GhoseJonathan OwensKyeong Joo JungRaghu MachirajuRobert WestJames D. BrooksParag MallickFiona GintyPublished in: Frontiers Bioinform. (2023)
Keyphrases
- deep learning
- prostate cancer
- image analysis
- vessel detection
- image data
- image features
- input image
- computer aided
- prostate segmentation
- test images
- three dimensional
- object recognition
- training set
- ground truth
- clinical applications
- object detection
- blood vessels
- multiple images
- segmentation algorithm
- learning algorithm
- probabilistic model
- image processing