1. From biomedical image analysis to biomedical image understanding using machine learning / Eduardo Romero, Fabio González -- 2. Computer-aided detection and diagnosis of breast cancer using machine learning, texture and shape features / Geraldo Júnior, Leonardo de Oliveira Martins, Aristófanes Silva, Anselmo de Paiva -- 3. Machine learning for automated polyp detection in computed tomography colonography / Abhilash Miranda, Olivier Caelen, Gianluca Bontempi -- 4. Variational approach based image pre- processing techniques for virtual colonoscopy / Dongqing Chen, Aly Farag, Robert Falk, Gerald Dryden -- 5. Machine learning for brain image segmentation / Jonathan Morra, Zhuowen Tu, Arthur Toga, Paul Thompson -- 6. A genetic algorithm-based level set curve evolution for prostate segmentation on pelvic CT and MRI images / Payel Ghosh, Melanie Mitchell, James Tanyi, Arthur Hung -- 7. Genetic adaptation of level sets parameters for medical imaging segmentation / Dário Oliveira, Raul Feitosa, Mauro Correia -- 8. Automatic analysis of microscopic images in hematological cytology applications / Gloria Díaz, Antoine Manzanera -- 9. Biomedical microscopic image processing by graphs / Vinh-Thong Ta, Olivier Lézoray, Abderrahim Elmoataz -- 10. Assessment of kidney function using dynamic contrast enhanced MRI techniques / Melih Aslan, Hossam El Munim, Aly Farag, Mohamed El-Ghar --

11. Ensemble of neural networks for automated cell phenotype image classification / Loris Nanni, Alessandra Lumini -- 12. Content-based access to medical image collections / Juan Caicedo, Jorge Camargo, Fabio González -- 13. Predicting complex patterns of human movements using Bayesian online learning in medical imaging applications / Francisco Gómez, Fabio Martínez, Eduardo Romero -- 14. Left ventricle segmentation and motion analysis in multislice computerized tomography / Antonio Bravo, Juan Mantilla, José Clemente, Miguel Vera.