3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization.
Jim JamesNathan PruyneTiberiu StanMarcus SchwartingJiwon YeomSeungbum HongPeter VoorheesBen BlaiszikIan T. FosterPublished in: CoRR (2022)
Keyphrases
- fine tuning
- convolutional neural networks
- viable alternative
- fine tune
- segmentation algorithm
- segmentation method
- medical images
- image segmentation
- level set
- model selection
- convolutional network
- fully automatic
- shape prior
- region growing
- object segmentation
- hyperparameters
- gaussian processes
- segmentation accuracy
- maximum a posteriori
- prior information
- gaussian process
- global optimization
- medical imaging
- fine tuned
- multiresolution
- image analysis