Semi-Automated Tracing and Visualization of Medical Images Using MATLAB
PPT Slide
Problem
Example Problems
Semi-Automated Approach
Neural Nets as Models of Human Decision Making
Which pixel comes next?
Possible Extensions and Corresponding Neighborhoods
Redefined Edge
Biologically-Inspired Representations
Output Representation for Modeling Decision
Control Overfitting with Early Stopping
Generating the 3D Surface
MATLAB GUI: Overview
Boundary Tracing Figure
Buttons on Tracing Figure
Neural Net Figure
Training the Network
Results of Training
Using the Trained Network
Using the Network
Using the Network: Zoomed In
Volume Visualization Figure
Implementation Details: Mouse Events While Tracing
Implementation Details: Neural Network
Implementation Details: Surface Generation
Calling polyr from MATLAB
Displaying Results of Polyr
Masking Part of Volume
Next Steps
Email: anderson@cs.colostate.edu
Home Page: http://www.cs.colostate.edu/~anderson