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Automated Brain Extraction in MRI: Techniques and Applications in T1-Weighted Coronal Imaging - Softcover

Ezhilarasan, K.

 
9786208428105: Automated Brain Extraction in MRI: Techniques and Applications in T1-Weighted Coronal Imaging
Softcover
ISBN 10: 6208428106 ISBN 13: 9786208428105
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Dr. K. Ezhilarasan, a researcher in computer science and geoinformatics, focuses on medical and satellite image processing. Since 2016, he has been Guest Faculty at the Centre for Geoinformatics, The Gandhigram Rural Institute (Deemed to be University), Gandhigram, Dindigul, India, contributing to teaching, research and extension activities.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208428106
ISBN 13 
9786208428105
Einband
Taschenbuch
Anzahl der Seiten
200
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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Osnabrück
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