Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
Nima TajbakhshJae Y. ShinSuryakanth R. GuruduR. Todd HurstChristopher B. KendallMichael B. GotwayJianming LiangPublished in: CoRR (2017)
Keyphrases
- medical image analysis
- fine tuning
- convolutional neural networks
- medical images
- fine tuned
- deformable models
- image registration
- medical imaging
- image analysis
- visual programming environment
- anatomical structures
- viable alternative
- computer vision and pattern recognition
- medical image data
- medical image segmentation
- imaging modalities
- fine tune
- training set
- convolutional network
- magnetic resonance images
- registration framework
- surface registration
- clinical applications
- model fitting
- brain mr images
- shape modeling
- brain structures