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Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 [[electronic resource] ] : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe
| Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 [[electronic resource] ] : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XLVI, 826 p. 351 illus.) |
| Disciplina | 616.07540285 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-10404-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Microstructure imaging -- Image reconstruction and enhancement -- Registration -- Segmentation -- Intervention planning and guidance -- Oncology -- Optical imaging. |
| Record Nr. | UNISA-996202530903316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 [[electronic resource] ] : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe
| Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 [[electronic resource] ] : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIV, 436 p. 156 illus.) |
| Disciplina | 616.0754 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-10443-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Shape and population analysis -- Brain -- Diffusion MRI -- Machine learning. |
| Record Nr. | UNISA-996202530803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 [[electronic resource] ] : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe
| Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 [[electronic resource] ] : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXX, 824 p. 365 illus.) |
| Disciplina | 617.00785 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-10470-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Biophysical modeling and simulation -- Atlas-based transfer of boundary conditions for biomechanical simulation -- Temporal and motion modeling -- Computer-aided diagnosis -- Pediatric imaging -- Endoscopy -- Ultrasound imaging -- Machine learning -- Cardiovascular imaging -- Intervention planning and guidance -- Brain. |
| Record Nr. | UNISA-996202530703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe
| Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XLVI, 826 p. 351 illus.) |
| Disciplina | 616.07540285 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern perception Computer graphics Artificial intelligence Radiology Medical informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN |
9783319104041
3319104047 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Microstructure imaging -- Image reconstruction and enhancement -- Registration -- Segmentation -- Intervention planning and guidance -- Oncology -- Optical imaging. |
| Record Nr. | UNINA-9910483542503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe
| Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIV, 436 p. 156 illus.) |
| Disciplina | 616.0754 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern perception Computer graphics Artificial intelligence Radiology Medical informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN |
9783319104430
3319104438 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Shape and population analysis -- Brain -- Diffusion MRI -- Machine learning. |
| Record Nr. | UNINA-9910483032203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe
| Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II / / edited by Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert Howe |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXX, 824 p. 365 illus.) |
| Disciplina | 617.00785 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern perception Computer graphics Artificial intelligence Radiology Medical informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN |
9783319104706
3319104705 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Biophysical modeling and simulation -- Atlas-based transfer of boundary conditions for biomechanical simulation -- Temporal and motion modeling -- Computer-aided diagnosis -- Pediatric imaging -- Endoscopy -- Ultrasound imaging -- Machine learning -- Cardiovascular imaging -- Intervention planning and guidance -- Brain. |
| Record Nr. | UNINA-9910484652603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 [[electronic resource] ] : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi
| Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 [[electronic resource] ] : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XLVII, 740 p. 317 illus., 117 illus. in color.) |
| Disciplina | 610.285 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-24553-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465517003316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 [[electronic resource] ] : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi
| Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 [[electronic resource] ] : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVII, 720 p. 280 illus. in color.) |
| Disciplina | 616.0757 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-24571-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Computer Aided Diagnosis II: Automation -- Computer-Aided Detection and Quantification of Intracranial Aneurysms -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion -- References -- Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso -- 1 Introduction -- 2 Discriminative Feature Selection by Graph Regularized Group Lasso -- 3 Experiments -- 4 Conclusion -- References -- Detection of Glands and Villi by Collaboration of Domain Knowledge and Deep Learning -- 1 Introduction -- 2 Methodology -- 3 Experiments and Discussions -- References -- Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM -- 1 Introduction -- 2 ProposedMethod -- 3 Application and Results -- 4 Conclusions -- References -- Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming -- 1 Introduction -- 2 Method -- 3 Experimental Setup and Results -- 4 Discussion and Conclusion -- References -- Automatic Dual-View Mass Detection in Full-Field Digital Mammograms -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- References -- Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection -- 1 Introduction -- 2 Methods -- 3 Evaluation and Discussion -- 4 Conclusion -- References -- Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks -- 1 Introduction -- 2 Materials -- 3 Methods -- 4 Results -- 5 Discussion and Conclusion -- References -- Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images -- 1 Introduction -- 2 Methods -- 3 Experimental Results -- 4 Conclusions -- References.
HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and Its Application to Cerebral Aneurysm Detection -- 1 Introduction -- 2 HoTPiG -- 3 Computer-Assisted Detection of Aneurysms -- 4 Experimental Results -- 5 Discussion and Conclusion -- References -- Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations -- 1 Introduction and Related Work -- 2 Method -- 3 Results -- 4 Conclusion and Acknowledgement -- References -- Improved Parkinson's Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors -- 1 Introduction -- 2 Methods -- 3 Experiments -- 4 Discussion and Future Work -- References -- Automated Shape and Texture Analysis for Detection of Osteoarthritis from Radiographs of the Knee -- 1 Introduction -- 2 Background -- 3 Method -- 4 Results -- 5 Discussion and Conclusion -- References -- Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases -- 1 Introduction -- 2 Methodology -- 3 Experiments and Observations -- 4 Conclusions -- References -- Automatic Graph-Based Localization of Cochlear Implant Electrodes in CT -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusions -- References -- Towards Non-invasive Image-Based Early Diagnosis of Autism -- 1 Introduction -- 2 Methods -- 3 Experimental Results and Conclusions -- References -- Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut -- 1 Introduction -- 2 Methodology -- 3 Experiments and Discussions -- 4 Conclusion and Future Work -- References -- Semantic 3-D Labeling of Ear Implants Using a Global Parametric Transition Prior -- 1 Introduction -- 2 Model -- 3 Optimization -- 4 Learning -- 5 Experiments -- 6 Conclusions and Future Work -- References -- Learning the Correlation Between Images and Disease Labels Using Ambiguous Learning. 1 Introduction -- 2 Related Work -- 3 Extracting Disease Labels from Reports -- 4 Feature Extraction from Doppler Images -- 5 Ambiguity Reduction Using Machine Learning -- 6 Results -- 7 Conclusions -- References -- Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters -- 1 Introduction -- 2 Data Acquisition -- 3 Method -- 4 Results -- 5 Discussion and Conclusion -- References -- Registration: Method and Advanced Applications -- Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR -- 1 Introduction -- 2 Background -- 3 Method -- 4 Results -- 5 Discussions and Conclusion -- References -- Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration -- 1 Introduction -- 2 Segmentation of Pre-operative and Follow-Up Scans -- 3 Combined Registration and Inpainting Framework -- 4 Experiments -- 5 Conclusion -- References -- Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation -- 1 Introduction -- 2 Varifold-Based Surface Matching -- 3 Topography-Based Cortical Surface Matching Using Varifold Metric -- 4 Results -- 5 Discussion and Conclusion -- References -- A Liver Atlas Using the Special Euclidean Group -- 1 Introduction -- 2 The Special Euclidean Group -- 3) -- 3 Shape Encoding and Model Construction -- 4 Experiments and Results -- 5 Discussion and Conclusions -- References -- Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains -- 1 Introduction -- 2 Materials and Preprocessing -- 3 Methods -- 4 Experimental Results -- 5 Discussion and Conclusion -- References -- Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases -- 1 Introduction -- 2 Method -- 3 Experiments -- 4 Conclusion. References -- Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration -- 1 Introduction -- 2 Methods -- 3 Experimental Results -- 4 Conclusions -- References -- A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion and Conclusions -- References -- Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network -- 1 Introduction -- 2 Methodology -- 3 Experiment -- 4 Conclusions -- References -- Uncertainty Quantification for LDDMM Using a Low-Rank Hessian Approximation -- 1 Introduction -- 2 Covariance Matrix and Hessian of the Energy -- 3 Hessian Calculation and Covariance Estimation -- 4 Experiments and Discussions -- References -- A Stochastic Quasi-Newton Method for Non-Rigid Image Registration -- 1 Introduction -- 2 Methods -- 3 Experiment -- 4 Results -- 5 Conclusion -- References -- Locally Orderless Registration for Diffusion Weighted Images -- 1 Introduction -- 2 Previous Work and Background -- 3 Locally Orderless DWI -- 4 Image Registration -- 5 Experiments and Results -- 6 Discussion and Conclusion -- References -- Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion -- 1 Introduction -- 2 Method -- 3 Experiments -- 4 Conclusion -- References -- Crossing-Lines Registration for Direct Electromagnetic Navigation -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- References -- A Robust Outlier Elimination Approach for Multimodal Retina Image Registration -- 1 Introduction -- 2 Proposed Method -- 3 Results -- 4 Conclusions -- References -- Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields -- 1 Introduction -- 2 Method -- 3 Experiments and Results. 4 Conclusion -- References -- Combining Transversal and Longitudinal Registration in IVUS Studies -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusions -- References -- Interpolation and Averaging of Multi-Compartment Model Images -- 1 Introduction -- 2 Theory -- 3 Experiments and Results -- 4 Conclusion -- References -- Structured Decision Forests for Multi-modal Ultrasound Image Registration -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Conclusion -- References -- A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases -- 1 Introduction -- 2 Background -- 3 Hierarchical Bayesian Model -- 4 Results -- 5 Conclusion -- References -- Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks -- 1 Introduction -- 2 Method -- 3 Results -- 4 Conclusion -- References -- Which Metrics Should Be Used in Non-linear Registration Evaluation? -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Modelling and Simulation for Diagnosis and Interventional Planning -- Perfusion Paths: Inference of Voxelwise Blood Flow Trajectories in CT Perfusion -- 1 Introduction -- 2 Related Work -- 3 MathematicalModel -- 4 Experiments -- 5 Discussion and Conclusion -- References -- Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion and Conclusion -- References -- Bayesian Personalization of Brain Tumor Growth Model -- 1 Introduction -- 2 Method -- 3 Experiments and Results -- 4 Conclusion -- References -- Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling -- 1 Introduction -- 2 Method -- 3 Experiments and Results -- 4 Discussion and Conclusion -- References. Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation. |
| Record Nr. | UNISA-996465511703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi
| Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XLVII, 740 p. 317 illus., 117 illus. in color.) |
| Disciplina | 610.285 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-24553-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910484781903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi
| Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 : 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II / / edited by Nassir Navab, Joachim Hornegger, William M. Wells, Alejandro Frangi |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVII, 720 p. 280 illus. in color.) |
| Disciplina | 616.0757 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Computer graphics Artificial intelligence Radiology Health informatics Image Processing and Computer Vision Pattern Recognition Computer Graphics Artificial Intelligence Imaging / Radiology Health Informatics |
| ISBN | 3-319-24571-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Computer Aided Diagnosis II: Automation -- Computer-Aided Detection and Quantification of Intracranial Aneurysms -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion -- References -- Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso -- 1 Introduction -- 2 Discriminative Feature Selection by Graph Regularized Group Lasso -- 3 Experiments -- 4 Conclusion -- References -- Detection of Glands and Villi by Collaboration of Domain Knowledge and Deep Learning -- 1 Introduction -- 2 Methodology -- 3 Experiments and Discussions -- References -- Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM -- 1 Introduction -- 2 ProposedMethod -- 3 Application and Results -- 4 Conclusions -- References -- Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming -- 1 Introduction -- 2 Method -- 3 Experimental Setup and Results -- 4 Discussion and Conclusion -- References -- Automatic Dual-View Mass Detection in Full-Field Digital Mammograms -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- References -- Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection -- 1 Introduction -- 2 Methods -- 3 Evaluation and Discussion -- 4 Conclusion -- References -- Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks -- 1 Introduction -- 2 Materials -- 3 Methods -- 4 Results -- 5 Discussion and Conclusion -- References -- Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images -- 1 Introduction -- 2 Methods -- 3 Experimental Results -- 4 Conclusions -- References.
HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and Its Application to Cerebral Aneurysm Detection -- 1 Introduction -- 2 HoTPiG -- 3 Computer-Assisted Detection of Aneurysms -- 4 Experimental Results -- 5 Discussion and Conclusion -- References -- Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations -- 1 Introduction and Related Work -- 2 Method -- 3 Results -- 4 Conclusion and Acknowledgement -- References -- Improved Parkinson's Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors -- 1 Introduction -- 2 Methods -- 3 Experiments -- 4 Discussion and Future Work -- References -- Automated Shape and Texture Analysis for Detection of Osteoarthritis from Radiographs of the Knee -- 1 Introduction -- 2 Background -- 3 Method -- 4 Results -- 5 Discussion and Conclusion -- References -- Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases -- 1 Introduction -- 2 Methodology -- 3 Experiments and Observations -- 4 Conclusions -- References -- Automatic Graph-Based Localization of Cochlear Implant Electrodes in CT -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusions -- References -- Towards Non-invasive Image-Based Early Diagnosis of Autism -- 1 Introduction -- 2 Methods -- 3 Experimental Results and Conclusions -- References -- Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut -- 1 Introduction -- 2 Methodology -- 3 Experiments and Discussions -- 4 Conclusion and Future Work -- References -- Semantic 3-D Labeling of Ear Implants Using a Global Parametric Transition Prior -- 1 Introduction -- 2 Model -- 3 Optimization -- 4 Learning -- 5 Experiments -- 6 Conclusions and Future Work -- References -- Learning the Correlation Between Images and Disease Labels Using Ambiguous Learning. 1 Introduction -- 2 Related Work -- 3 Extracting Disease Labels from Reports -- 4 Feature Extraction from Doppler Images -- 5 Ambiguity Reduction Using Machine Learning -- 6 Results -- 7 Conclusions -- References -- Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters -- 1 Introduction -- 2 Data Acquisition -- 3 Method -- 4 Results -- 5 Discussion and Conclusion -- References -- Registration: Method and Advanced Applications -- Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR -- 1 Introduction -- 2 Background -- 3 Method -- 4 Results -- 5 Discussions and Conclusion -- References -- Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration -- 1 Introduction -- 2 Segmentation of Pre-operative and Follow-Up Scans -- 3 Combined Registration and Inpainting Framework -- 4 Experiments -- 5 Conclusion -- References -- Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation -- 1 Introduction -- 2 Varifold-Based Surface Matching -- 3 Topography-Based Cortical Surface Matching Using Varifold Metric -- 4 Results -- 5 Discussion and Conclusion -- References -- A Liver Atlas Using the Special Euclidean Group -- 1 Introduction -- 2 The Special Euclidean Group -- 3) -- 3 Shape Encoding and Model Construction -- 4 Experiments and Results -- 5 Discussion and Conclusions -- References -- Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains -- 1 Introduction -- 2 Materials and Preprocessing -- 3 Methods -- 4 Experimental Results -- 5 Discussion and Conclusion -- References -- Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases -- 1 Introduction -- 2 Method -- 3 Experiments -- 4 Conclusion. References -- Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration -- 1 Introduction -- 2 Methods -- 3 Experimental Results -- 4 Conclusions -- References -- A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion and Conclusions -- References -- Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network -- 1 Introduction -- 2 Methodology -- 3 Experiment -- 4 Conclusions -- References -- Uncertainty Quantification for LDDMM Using a Low-Rank Hessian Approximation -- 1 Introduction -- 2 Covariance Matrix and Hessian of the Energy -- 3 Hessian Calculation and Covariance Estimation -- 4 Experiments and Discussions -- References -- A Stochastic Quasi-Newton Method for Non-Rigid Image Registration -- 1 Introduction -- 2 Methods -- 3 Experiment -- 4 Results -- 5 Conclusion -- References -- Locally Orderless Registration for Diffusion Weighted Images -- 1 Introduction -- 2 Previous Work and Background -- 3 Locally Orderless DWI -- 4 Image Registration -- 5 Experiments and Results -- 6 Discussion and Conclusion -- References -- Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion -- 1 Introduction -- 2 Method -- 3 Experiments -- 4 Conclusion -- References -- Crossing-Lines Registration for Direct Electromagnetic Navigation -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- References -- A Robust Outlier Elimination Approach for Multimodal Retina Image Registration -- 1 Introduction -- 2 Proposed Method -- 3 Results -- 4 Conclusions -- References -- Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields -- 1 Introduction -- 2 Method -- 3 Experiments and Results. 4 Conclusion -- References -- Combining Transversal and Longitudinal Registration in IVUS Studies -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusions -- References -- Interpolation and Averaging of Multi-Compartment Model Images -- 1 Introduction -- 2 Theory -- 3 Experiments and Results -- 4 Conclusion -- References -- Structured Decision Forests for Multi-modal Ultrasound Image Registration -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Conclusion -- References -- A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases -- 1 Introduction -- 2 Background -- 3 Hierarchical Bayesian Model -- 4 Results -- 5 Conclusion -- References -- Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks -- 1 Introduction -- 2 Method -- 3 Results -- 4 Conclusion -- References -- Which Metrics Should Be Used in Non-linear Registration Evaluation? -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Modelling and Simulation for Diagnosis and Interventional Planning -- Perfusion Paths: Inference of Voxelwise Blood Flow Trajectories in CT Perfusion -- 1 Introduction -- 2 Related Work -- 3 MathematicalModel -- 4 Experiments -- 5 Discussion and Conclusion -- References -- Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion and Conclusion -- References -- Bayesian Personalization of Brain Tumor Growth Model -- 1 Introduction -- 2 Method -- 3 Experiments and Results -- 4 Conclusion -- References -- Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling -- 1 Introduction -- 2 Method -- 3 Experiments and Results -- 4 Discussion and Conclusion -- References. Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation. |
| Record Nr. | UNINA-9910484376603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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