Scale-out Acceleration for 3D CNN-based Lung Nodule Segmentation on a Multi-FPGA System.
Junzhong ShenDeguang WangYou HuangMei WenChunyuan ZhangPublished in: DAC (2019)
Keyphrases
- lung nodules
- ct images
- computerized tomography
- computer aided diagnosis
- medical images
- segmentation algorithm
- level set
- cellular neural networks
- scale space
- x ray images
- image segmentation
- low cost
- computed tomography
- fully automatic
- multiple scales
- lung cancer
- image analysis
- multiscale
- hardware implementation
- computer vision
- segmentation method
- high speed
- region growing
- medical imaging
- early detection
- field programmable gate array
- decision trees
- feature selection