عنوان

Computational diffusion MRI :

شابک

3319738399

شابک

9783319738390

شابک اشتباه

3319738380

شابک اشتباه

9783319738383

عنوان اصلي

Computational diffusion MRI :

نام عام مواد

[Book]

ساير اطلاعات عنواني

MICCAI Worskhop, Québec, Canada, September 2017 /

نام نخستين پديدآور

Enrico Kaden, Francesco Grusso, Lipeng Ning, Chantal M.W. Tax, Jelle Veraart, editors.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2018]

تاریخ نشرو بخش و غیره

©2018

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations

عنوان فروست

Mathematics and visualization

متن يادداشت

Intro; Preface; Program Committee; Contents; Part I Data Acquisition and Modeling; Estimating Tissue Microstructure Using Diffusion-Weighted Magnetic Resonance Spectroscopy of Brain Metabolites; 1 Introduction; 2 MRS and DW-MRS (Very) Briefly; 3 Geometrical Models for Tissue Microstructure Estimates Using the Diffusion of Brain Metabolites; 4 Computational Models for Cell Morphology Estimates Using the Diffusion of Brain Metabolites; 5 Conclusion; References; (k, q)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior; 1 Introduction; 2 Background and Prior Work; 3 Methods.

متن يادداشت

2.1 Discrete Representation of MAPs and Reorientation2.2 MAP Similarity Measure; 2.3 Diffeomorphic Registration of MAP Fields; 3 Results and Discussion; 4 Conclusion; References; Diffusion Orientation Histograms (DOH) for Diffusion Weighted Image Analysis; 1 Introduction; 2 Related Work; 3 Diffusion Orientation Histogram Descriptors; 4 Experiments; 5 Discussion; References; Part III Tractography and Connectivity; Learning a Single Step of Streamline Tractography Based on Neural Networks; 1 Introduction; 2 Methods; 2.1 Input to the Network; 2.2 Output of the Network and Post Processing.

متن يادداشت

Part II Image PostprocessingDiffusion Specific Segmentation: Skull Stripping with Diffusion MRI Data Alone; 1 Introduction; 1.1 Desired Properties of a dMRI Segmenter; 2 Methods; 2.1 Feature Extraction; 2.2 Classifier Selection; 2.3 Morphological Filtering; 2.4 Comparison with Other Intracranial Mask Generation Methods; 3 Data, Training, and Testing; 3.1 Data; 3.2 Training; 3.3 Testing; 4 Results; 5 Conclusions; References; Diffeomorphic Registration of Diffusion Mean Apparent Propagator Fields Using Dynamic Programming on a Minimum Spanning Tree; 1 Introduction; 2 Methods.

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

متن يادداشت

This volume presents the latest developments in the highly active and rapidly growing field of diffusion MRI. The reader will find numerous contributions covering a broad range of topics, from the mathematical foundations of the diffusion process and signal generation, to new computational methods and estimation techniques for the in-vivo recovery of microstructural and connectivity features, as well as frontline applications in neuroscience research and clinical practice. These proceedings contain the papers presented at the 2017 MICCAI Workshop on Computational Diffusion MRI (CDMRI'17) held in Québec, Canada on September 10, 2017, sharing new perspectives on the most recent research challenges for those currently working in the field, but also offering a valuable starting point for anyone interested in learning computational techniques in diffusion MRI. This book includes rigorous mathematical derivations, a large number of rich, full-colour visualisations and clinically relevant results. As such, it will be of interest to researchers and practitioners in the fields of computer science, MRI physics and applied mathematics.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783319738390

شماره استاندارد بين المللي کتاب و موسيقي

9783319738383

موضوع مستند نشده

Diffusion magnetic resonance imaging, Congresses.

موضوع مستند نشده

Computational Biology/Bioinformatics.

موضوع مستند نشده

Computational Mathematics and Numerical Analysis.

موضوع مستند نشده

Image Processing and Computer Vision.

موضوع مستند نشده

Mathematical and Computational Biology.

موضوع مستند نشده

Mathematics.

موضوع مستند نشده

Statistics for Life Sciences, Medicine, Health Sciences.

موضوع مستند نشده

Diffusion magnetic resonance imaging.

موضوع مستند نشده

Image processing.

موضوع مستند نشده

Life sciences: general issues.

موضوع مستند نشده

Maths for scientists.

موضوع مستند نشده

NATURE-- Reference.

موضوع مستند نشده

Numerical analysis.

موضوع مستند نشده

Probability & statistics.

موضوع مستند نشده

SCIENCE-- Life Sciences-- Biology.

موضوع مستند نشده

SCIENCE-- Life Sciences-- General.

موضوع مستند نشده

NAT-- 027000

موضوع مستند نشده

PDE

موضوع مستند نشده

SCI-- 008000

موضوع مستند نشده

SCI-- 086000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Grusso, Francesco

مستند نام اشخاص تاييد نشده

Kaden, Enrico

مستند نام اشخاص تاييد نشده

Ning, Lipeng

مستند نام اشخاص تاييد نشده

Tax, Chantal M. W.

مستند نام اشخاص تاييد نشده

Veraart, Jelle

مستند نام تنالگان تاييد نشده

CDMRI (Workshop)(9th :2017 :, Québec, Québec)

مستند نام تنالگان تاييد نشده

International Conference on Medical Image Computing and Computer-Assisted Intervention(20th :2017 :, Québec, Québec)

تاريخ عمليات

20200823104503.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y