عنوان

Simulation and synthesis in medical imaging :

(Number (ISBN

3030005364

(Number (ISBN

3030005372

(Number (ISBN

9783030005368

(Number (ISBN

9783030005375

Erroneous ISBN

3030005356

Erroneous ISBN

9783030005351

Title Proper

Simulation and synthesis in medical imaging :

General Material Designation

[Book]

Other Title Information

third International Workshop, SASHIMI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings /

First Statement of Responsibility

Ali Gooya, Orcun Goksel, Ipek Oguz, Ninon Burgos (eds.).

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2018.

Specific Material Designation and Extent of Item

1 online resource (x, 140 pages) :

Other Physical Details

illustrations.

Series Title

Lecture notes in computer science ;

Series Title

LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics

Volume Designation

11037

Text of Note

Includes author index.

Text of Note

International conference proceedings.

Text of Note

Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks -- Data Augmentation Using synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI -- Deep Harmonization of Inconsistent MR Data for Consistent Volume Segmentation -- Cross-modality Image Synthesis from Unpaired Data Using CycleGAN: Effects of Gradient Consistency Loss and Training Data Size -- A Machine Learning Approach to Diffusion MRI Partial Volume Estimation -- Unsupervised Learning for Cross-domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks -- Deep Boosted Regression for MR TO CT Synthesis -- Model-Based Generation of Synthetic 3D Time-Lapse Sequences of Multiple Mutually Interacting Motile Cells with Filopodia -- MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net for Multi-Modal Alzheimer's Classification -- Tubular Network Formation Process Using 3D Cellular Potts Model -- Deep Learning Based Coronary Artery Motion Artifact Compensation Using Style-Transfer Synthesis in CT Images -- Lung Nodule Synthesis Using CNN-based Latent Data Representation -- RS-Net: Regression-Segmentation 3D CNN for Synthesis of Full Resolution Missing Brain MRI in the Presence of Tumours -- Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-Linear and Deep Learning Models.

0

Text of Note

This book constitutes the refereed proceedings of the Third International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 14 full papers presented were carefully reviewed and selected from numerous submissions. This workshop continues to provide a state-of-the-art and integrative perspective on simulation and synthesis in medical imaging for the purpose of invigorating research and stimulating new ideas on how to build theoretical links, practical synergies, and best practices between these two research directions.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030005368

International Standard Book Number

9783030005351

International Standard Book Number

9783030005375

Parallel Title

SASHIMI 2018

Diagnostic imaging-- Data processing, Congresses.

Diagnostic imaging-- Digital techniques, Congresses.

Artificial Intelligence.

Health Informatics.

Image Processing and Computer Vision.

Systems and Data Security.

Artificial intelligence.

Computer security.

Computers-- Computer Graphics.

Computers-- Intelligence (AI) & Semantics.

Computers-- Security-- General.

Diagnostic imaging-- Data processing.

Diagnostic imaging-- Digital techniques.

Health & safety aspects of IT.

Image processing.

Medical-- General.

COM012000

UYQV

UYT

UYT

Number

Edition

Class number

Burgos, Ninon

Goksel, Orcun

Gooya, Ali

Oguz, Ipek

SASHIMI (Workshop)(3rd :2018 :, Granada, Spain)

International Conference on Medical Image Computing and Computer-Assisted Intervention(21st :2018 :, Granada, Spain)

Date of Transaction

20200823071915.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y