Stochastic Modeling for Medical Image Analysis provides a brief introduction to medical imaging, stochastic modeling, and model-guided image analysis.Today, image-guided computer-assisted diagnostics (CAD) faces two basic challenging problems. The first is the computationally feasible and accurate modeling of images from different modalities to obt

chapter 1|24 pages

- Medical Imaging Modalities

chapter 2|38 pages

- From Images to Graphical Models

chapter 3|34 pages

- IRF Models: Estimating Marginals

chapter 5|14 pages

- Applications: Image Alignment

chapter 6|30 pages

- Segmenting Multimodal Images

chapter 7|24 pages

- Segmenting with Deformable Models

chapter 9|24 pages

- Cine Cardiac MRI Analysis

chapter 10|24 pages

- Sizing Cardiac Pathologies