Patch Based Techniques in Medical Imaging 4th edition by Wenjia Bai,Gerard Sanroma 9783030004996 3030004996
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ISBN 10:3030004996
ISBN 13:9783030004996
Author:Wenjia Bai,Gerard Sanroma
This book constitutes the refereed proceedings of the 4th International Workshop on Patch-Based Techniques in Medical Images, Patch-MI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.
The 15 full papers presented were carefully reviewed and selected from 17 submissions. The papers are organized in the following topical sections: Image Denoising¸ Image Registration and Matching, Image Classification and Detection, Brain Image Analysis, and Retinal Image Analysis.
Patch Based Techniques in Medical Imaging 4th Table of contents:
Learning Real Noise for Ultra-Low Dose Lung CT Denoising
MRI Denoising Using Deep Learning
MRI Denoising and Artefact Removal Using Self-Organizing Maps for Fast Global Block-Matching
A Monte Carlo Framework for Denoising and Missing Wedge Reconstruction in Cryo-electron Tomography
Image Registration and Matching
Robust Supervoxel Matching Combining Mid-Level Spectral and Context-Rich Features
Stereo Matching for Wireless Capsule Endoscopy Using Direct Attenuation Model
Image Classification and Detection
Liver Tissue Classification Using an Auto-context-based Deep Neural Network with a Multi-phase Training Framework
Using 1D Patch-Based Signatures for Efficient Cascaded Classification of Lung Nodules
Predicting Future Bone Infiltration Patterns in Multiple Myeloma
A Fast Automatic Juxta-pleural Lung Nodule Detection Framework Using Convolutional Neural Networks and Vote Algorithm
Brain Image Analysis
LesionBrain: An Online Tool for White Matter Lesion Segmentation
Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis
A Patch-Based Segmentation Approach with High Level Representation of the Data for Cortical Sulci Recognition
Tumor Delineation for Brain Radiosurgery by a ConvNet and Non-uniform Patch Generation
Retinal Image Analysis
Iterative Deep Retinal Topology Extraction
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