Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging : MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers /
Autor Corporativo: | |
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Otros Autores: | , , , , , , , , , , , , , |
Formato: | eBook |
Lenguaje: | English |
Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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Edición: | 1st ed. 2017. |
Colección: | Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
10081 |
Materias: |
Tabla de Contenidos:
- Constructing Subject- and Disease-Specific Effect Maps: Application to Neurodegenerative Diseases
- BigBrain: Automated Cortical Parcellation and Comparison with Existing Brain Atlases
- LATEST: Local AdapTivE and Sequential Training for Tissue Segmentation of Isointense Infant Brain MR Images
- Landmark-based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images
- Inferring Disease Status by non-Parametric Probabilistic Embedding
- A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images
- Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study
- Automatic Segmentation of Abdominal MRI Using Selective Sampling and Random Walker
- Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation
- Automatic Detection of Histological Artifacts in Mouse Brain Slice Images
- Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features
- Representation Learning for Cross-Modality Classification
- Guideline-based Machine Learning for Standard Plane Extraction in 3D Cardiac Ultrasound
- A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images
- Bayesian Multiview Manifold Learning Applied to Hippocampus Shape and Clinical Score Data
- Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields
- Sparse Probabilistic Parallel Factor Analysis for the Modeling of PET and Task-fMRI data
- Non-local Graph-based Regularization for Deformable Image Registration
- Unsupervised Framework for Consistent Longitudinal MS Lesion Segmentation. .