AUTOMATIC SEGMENTATION OF BRAIN TISSUES FROM MR IMAGES WITH WAVELET EXTENDED EM ALGORITHM

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ZEYDABADI MAHMOOD; A.ZOROOFI REZA; SOLTANIAN ZADEH HAMID

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Seminar Paper

Paper Information

Seminar: IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING
Year:2004 | Issue:11

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Title

AUTOMATIC SEGMENTATION OF BRAIN TISSUES FROM MR IMAGES WITH WAVELET EXTENDED EM ALGORITHM

Author(s)

ZEYDABADI MAHMOOD | A.ZOROOFI REZA | SOLTANIAN ZADEH HAMID

Keywords

MAGNETIC RESONANCE IMAGES

EXPECTATION MAXIMIZATION ALGORITHM

WAVELET TRANSFORM

Abstract

AUTOMATIC SEGMENTATION OF BRAIN TISSUES IS CRUCIAL TO MANY MEDICAL IMAGING APPLICATIONS. ACCURATE AND FAST BRAIN TISSUE SEGMENTATION IS NEEDED FOR MANY MEDICAL DIAGNOSTIC AND THERAPEUTIC PROCEDURES. WE USE A MULTI-RESOLUTION ANALYSIS AND A POWER TRANSFORM TO EXTEND THE WELL-KNOWN GAUSSIAN MIXTURE MODEL EXPECTATION MAXIMIZATION BASED ALGORITHM FOR SEGMENTATION OF WHITE MATTER, GRAY MATTER, AND CEREBROSPINAL FLUID FROM T1-WEIGHTED MAGNETIC RESONANCE IMAGES (MRI) OF THE BRAIN. EXPERIMENTAL RESULTS WITH NEAR 4000 SYNTHETIC AND REAL IMAGES ARE INCLUDED. THE RESULTS ILLUSTRATE THAT THE PROPOSED METHOD OUTPERFORMS SIX EXISTING METHODS.

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APA: Copy

ZEYDABADI, MAHMOOD, A.ZOROOFI, REZA, & SOLTANIAN ZADEH, HAMID. (2004). AUTOMATIC SEGMENTATION OF BRAIN TISSUES FROM MR IMAGES WITH WAVELET EXTENDED EM ALGORITHM. IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. SID. https://sid.ir/paper/906389/en

Vancouver: Copy

ZEYDABADI MAHMOOD, A.ZOROOFI REZA, SOLTANIAN ZADEH HAMID. AUTOMATIC SEGMENTATION OF BRAIN TISSUES FROM MR IMAGES WITH WAVELET EXTENDED EM ALGORITHM. 2004. Available from: https://sid.ir/paper/906389/en

IEEE: Copy

MAHMOOD ZEYDABADI, REZA A.ZOROOFI, and HAMID SOLTANIAN ZADEH, “AUTOMATIC SEGMENTATION OF BRAIN TISSUES FROM MR IMAGES WITH WAVELET EXTENDED EM ALGORITHM,” presented at the IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. 2004, [Online]. Available: https://sid.ir/paper/906389/en

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