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Automated Brain Extraction in MRI

By K. Ezhilarasan

Automated Brain Extraction in MRI

By K. Ezhilarasan

0 - Default Title
Description
Magnetic Resonance Imaging (MRI) is a vital tool in diagnosing and planning treatment for neurological disorders, offering detailed views of brain structures. Yet, traditional manual interpretation is time-consuming and prone to variability. This book presents six novel automated brain extraction (skull stripping) methods developed from my doctoral research to improve accuracy, efficiency, and consistency in MRI brain tissue segmentation. Using advanced computational techniques such as fuzzy logic, Helmholtz free energy, bond number, block truncation coding, morphological operations, grayscale transformation, and a modified distance transform, these methods are rigorously compared with established tools like BET and BSE. The work bridges brain anatomy, MRI principles, and digital image processing, culminating in performance evaluations and future research insights. Supported by collaborations with medical experts, academic guidance, and contributions from MRI dataset providers, this book offers researchers, students, and practitioners in medical image processing and neuroimaging a valuable and practical reference.
Product details
Binding:
Paperback
Number of Pages:
200
Release Date:
2025-08-18
Publication Date:
2025-08-18
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6208428106
ISBN13:
9786208428105
GPSR Manufacturer Reference:
[email protected]
Weight:
316 g
Height:
150 cm
Width:
220 cm
Thickness:
12 cm
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