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 /

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 /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Müller, Henning. (Editor ), Kelm, B. Michael. (Editor ), Arbel, Tal. (Editor ), Cai, Weidong. (Editor ), Cardoso, M. Jorge. (Editor ), Langs, Georg. (Editor ), Menze, Bjoern. (Editor ), Metaxas, Dimitris. (Editor ), Montillo, Albert. (Editor ), Wells III, William M. (Editor ), Zhang, Shaoting. (Editor ), Chung, Albert C.S. (Editor ), Jenkinson, Mark. (Editor ), Ribbens, Annemie. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Colección:Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 10081
Materias:
Optical data processing.
Health informatics.
Artificial intelligence.
Mathematical statistics.
Computer science—Mathematics.
Pattern recognition.
Image Processing and Computer Vision.
Health Informatics.
Artificial Intelligence.
Probability and Statistics in Computer Science.
Math Applications in Computer Science.
Pattern Recognition.
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. .

Ejemplares similares