Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Fractal Analysis of Breast Masses in Mammograms

Fractal Analysis of Breast Masses in Mammograms

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031016547
Condition
New
Product Description

Fractal analysis is useful in digital image processing for the characterization of shape roughness and gray-scale texture or complexity. Breast masses present shape and gray-scale characteristics in mammograms that vary between benign masses and malignant tumors. This book demonstrates the use of fractal analysis to classify breast masses as benign masses or malignant tumors based on the irregularity exhibited in their contours and the gray-scale variability exhibited in their mammographic images. A few different approaches are described to estimate the fractal dimension (FD) of the contour of a mass, including the ruler method, box-counting method, and the power spectral analysis (PSA) method. Procedures are also described for the estimation of the FD of the gray-scale image of a mass using the blanket method and the PSA method. To facilitate comparative analysis of FD as a feature for pattern classification of breast masses, several other shape features and texture measures are described in the book. The shape features described include compactness, spiculation index, fractional concavity, and Fourier factor. The texture measures described are statistical measures derived from the gray-level cooccurrence matrix of the given image. Texture measures reveal properties about the spatial distribution of the gray levels in the given image; therefore, the performance of texture measures may be dependent on the resolution of the image. For this reason, an analysis of the effect of spatial resolution or pixel size on texture measures in the classification of breast masses is presented in the book. The results demonstrated in the book indicate that fractal analysis is more suitable for characterization of the shape than the gray-level variations of breast masses, with area under the receiver operating characteristics of up to 0.93 with a dataset of 111 mammographic images of masses. The methods and results presented in the book are useful for computer-aided diagnosis of breast cancer. Table of Contents: Computer-Aided Diagnosis of Breast Cancer / Detection and Analysis of\newline Breast Masses / Datasets of Images of Breast Masses / Methods for Fractal Analysis / Pattern Classification / Results of Classification of Breast Masses / Concluding Remarks.

Available Colors
Available Sizes
2 Offers Price Range: $29.99 - $40.00
BEST PRICE

Single Product Purchase

$29.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$29.99 $29.99

$29.99
See Site In stock Visit Store

Similar Products

Den Kundennutzen managen

$74.99

Practical Guide to Dermatology

$84.99

West European Terrorism and Counter-Terrorism

$84.99

Green Communications and Networks

$549.99

Additive Manufacturing Processes

$99.99

Kopplung von Rechnernetzen

$69.99

Optische Messungen am Quecksilber-Atom

$49.99

Application of Project Management Principles to the Management of Pharmaceutical R&D Projects

$69.99

Political Censorship of the Arts and the Press in Nineteenth-Century

$169.99

Stiftungsunternehmen: Theorie und Praxis

$49.99

Electronic Experiences in a Virtual Lab

$109.99

Selected Topics on Archaeology, History and Culture in the Malay World

$199.99

Neuropsychology of Aggression

$219.99

Principles and Practice of Stereotactic Radiosurgery

$229.00

Dermatoethics

$79.99

CAD & Office Integration

$54.99

Roboterkinematik Grundlagen, Invertierung und Symbolische Berechnung

$84.99

Websites fr Arztpraxen

$17.99

Cellular Automata and Discrete Complex Systems

$84.99

Asymmetric Organocatalysis Combined with Metal Catalysis

$279.99

The Ecology and Semiotics of Language Learning

$84.99

The Road Towards Common Prosperity

$139.99

Resolution of Surface Singularities

$29.99

Transit When Planets Cross the Sun

$32.99

Sexually Transmitted Diseases

$54.99

Anleitung zur organischen qualitativen Analyse

$44.99

Die stumme Myokardischmie

$69.99

Pediatric Body MRI

$249.99

Artificial Cognition Architectures

$119.00

Synthetic Substrates in Clinical Blood Coagulation Assays

$109.99

Ecology and Management of Coppice Woodlands

$219.99

Kohrenz in der Lehrerbildung

$119.99

The Loop

$9.74

Phylogeny of the Primates

$109.99

Therapeutic Resistance to Anti-hormonal Drugs in Breast Cancer

$169.99

Strukturelle Evolution und das Weltsystem

$64.99

Building a Modern Japan

$54.99

AIDS und Nervensystem

$69.99

Internationales Finanzrisikomanagement

$54.99

Dezentrale PPS-Systeme

$44.99