Computational Intelligence in Biomedical Imaging

Chapter 1 Brain Disease Classification and Progression Using Machine Learning Techniques

Chapter 2 The Role of Content-Based Image Retrieval in Mammography CAD

Chapter 3 A Novel Image-Based Approach for Early Detection of Prostate Cancer Using DCE-MRI

Chapter 4 Computational Intelligent Image Analysis for Assisting Radiation Oncologists’ Decision Making in Radiation Treatment Planning

Chapter 5 Computational Anatomy in the Abdomen: Automated Multi-Organ and Tumor Analysis from Computed Tomography

Chapter 6 Liver Volumetry in MRI by Using Fast Marching Algorithm Coupled with 3D Geodesic Active Contour Segmentation

Chapter 7 Computer-Aided Image Analysis for Vertebral Anatomy on X-Ray CT Images

Chapter 8 Robust Segmentation of Challenging Lungs in CT Using Multi-stage Learning and Level Set Optimization

Chapter 9 Bone Suppression in Chest Radiographs by Means of Anatomically Specific Multiple Massive-Training ANNs Combined with Total Variation Minimization Smoothing and Consistency Processing

Chapter 10 Image Segmentation for Connectomics Using Machine Learning

Chapter 11 Image Analysis Techniques for the Quantification of Brain Tumors on MR Images

Chapter 12 Respiratory and Cardiac Function Analysis on the Basis of Dynamic Chest Radiography

Chapter 13 Adaptive Noise Reduction and Edge Enhancement in Medical Images by Using ICA

Chapter 14 Subtraction Techniques for CT and DSA and Automated Detection of Lung Nodules in 3D CT