{ "item_title" : "Machine Learning in Medical Imaging", "item_author" : [" Fei Wang", "Dinggang Shen", "Pingkun Yan "], "item_description" : "Transductive Prostate Segmentation for CT Image Guided Radiotherapy.- Model-Driven Centerline Extraction for Severely Occluded Major Coronary Arteries.- MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra.- Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer's Disease.- Dense Deformation Reconstruction via Sparse Coding.- Group Sparsity Constrained Automatic Brain Label Propagation.- Sparse Patch-Guided Deformation Estimation for Improved Image Registration.- Computer-Aided Detection of Aneurysms in 3D Time-of-Flight MRA Datasets.- Data Driven Constraints for the SVM.- Towards Improving the Accuracy of Sensorless Freehand 3D Ultrasound by Learning.- A Novel 3D Joint MGRF Framework for Precise Lung Segmentation.- Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI.- Use of Pattern-Information Analysis in Vision Science: A Pragmatic Examination.- Human Age Estimation with Surface-Based Features from MRI Images.- Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.- Simultaneous Registration and Segmentation by L1 Minimization.- On the Creation of Generic fMRI Feature Networks Using 3-D Moment Invariants.- Description and Classification of Confocal Endomicroscopic Images for the Automatic Diagnosis of Inflammatory Bowel Disease.- A Localized MKL Method for Brain Classification with Known Intra-class Variability.- Supervised Image Segmentation across Scanner Protocols: A Transfer Learning Approach.- Learning to Locate Cortical Bone in MRI.- Quality Classification of Microscopic Imagery with Weakly Supervised Learning.- Graph-Based Inter-subject Classification of Local fMRI Patterns.- Combining Multiple Image Segmentations by Maximizing Expert Agreement.- Cardiac LV and RV Segmentation Using Mutual Context Information.- Non-parametric Density Modeling and Outlier Detection in Medical Imaging Datasets.- Learning Correspondences in Knee MR Images from the Osteoarthritis Initiative.- Gradient Projection Learning for Parametric Nonrigid Registration.- Learning to Rank from Medical Imaging Data.- Integrating Statistical Shape Models into a Graph Cut Framework for Tooth Segmentation.- A Random Forest Based Approach for One Class Classification in Medical Imaging.- Finding Deformable Shapes by Correspondence-Free Instantiation and Registration of Statistical Shape Models.- Computer Aided Skin Lesion Diagnosis with Humans in the Loop. Model-Driven Centerline Extraction for Severely Occluded Major Coronary Arteries.- MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra.- Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer's Disease.- Dense Deformation Reconstruction via Sparse Coding.- Group Sparsity Constrained Automatic Brain Label Propagation.- Sparse Patch-Guided Deformation Estimation for Improved Image Registration.- Computer-Aided Detection of Aneurysms in 3D Time-of-Flight MRA Datasets.- Data Driven Constraints for the SVM.- Towards Improving the Accuracy of Sensorless Freehand 3D Ultrasound by Learning.- A Novel 3D Joint MGRF Framework for Precise Lung Segmentation.- Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI.- Use of Pattern-Information Analysis in Vision Science: A Pragmatic Examination.- Human Age Estimation with Surface-Based Features from MRI Images.- Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.- Simultaneous Registration and Segmentation by L1 Minimization.- On the Creation of Generic fMRI Feature Networks Using 3-D Moment Invariants.- Description and Classification of Confocal Endomicroscopic Images for the Automatic Diagnosis of Inflammatory Bowel Disease.- A Localized MKL Method for Brain Classification with Known Intra-class Variability.- Supervised Image Segmentation across Scanner Protocols: A T", "item_img_path" : "https://covers3.booksamillion.com/covers/bam/3/64/235/427/3642354270_b.jpg", "price_data" : { "retail_price" : "49.99", "online_price" : "49.99", "our_price" : "49.99", "club_price" : "49.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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