Gaussian mixture model-based segmentation of MR images taken from premature infant brains

Harri Merisaari; Riitta Parkkola; Esa Alhoniemi; Mika Teras; Liisa Lehtonen; Leena Haataja; Helena Lapinleimu; Olli S. Nevalainen

doi:10.1016/j.jneumeth.2009.05.026

Gaussian mixture model-based segmentation of MR images taken from premature infant brains

Harri Merisaari, Riitta Parkkola, Esa Alhoniemi, Mika Teras, Liisa Lehtonen, Leena Haataja, Helena Lapinleimu, Olli S. Nevalainen

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Journal of Neuroscience Methods
Volume	182
Issue number	1
Pages (from-to)	110-122
Number of pages	13
ISSN	0165-0270
DOIs	https://doi.org/10.1016/j.jneumeth.2009.05.026
Publication status	Published - 30 Aug 2009
Externally published	Yes
MoE publication type	A1 Journal article-refereed

Fields of Science

Premature infant MRI
Cerebrospinal fluid segmentation
Watershed method
ARTIFICIAL NEURAL-NETWORKS
MAGNETIC-RESONANCE IMAGES
AUTOMATIC SEGMENTATION
CLASSIFICATION
EXTRACTION
ALGORITHM
3112 Neurosciences
1182 Biochemistry, cell and molecular biology

Access to Document

10.1016/j.jneumeth.2009.05.026

Cite this

@article{9dde6b18fb314ad790012fa8c08e422f,

title = "Gaussian mixture model-based segmentation of MR images taken from premature infant brains",

keywords = "Premature infant MRI, Cerebrospinal fluid segmentation, Watershed method, ARTIFICIAL NEURAL-NETWORKS, MAGNETIC-RESONANCE IMAGES, AUTOMATIC SEGMENTATION, CLASSIFICATION, EXTRACTION, ALGORITHM, 3112 Neurosciences, 1182 Biochemistry, cell and molecular biology",

author = "Harri Merisaari and Riitta Parkkola and Esa Alhoniemi and Mika Teras and Liisa Lehtonen and Leena Haataja and Helena Lapinleimu and Nevalainen, {Olli S.}",

year = "2009",

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doi = "10.1016/j.jneumeth.2009.05.026",

language = "English",

volume = "182",

pages = "110--122",

journal = "Journal of Neuroscience Methods",

issn = "0165-0270",

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T1 - Gaussian mixture model-based segmentation of MR images taken from premature infant brains

AU - Merisaari, Harri

AU - Parkkola, Riitta

AU - Alhoniemi, Esa

AU - Teras, Mika

AU - Lehtonen, Liisa

AU - Haataja, Leena

AU - Lapinleimu, Helena

AU - Nevalainen, Olli S.

PY - 2009/8/30

Y1 - 2009/8/30

KW - Premature infant MRI

KW - Cerebrospinal fluid segmentation

KW - Watershed method

KW - ARTIFICIAL NEURAL-NETWORKS

KW - MAGNETIC-RESONANCE IMAGES

KW - AUTOMATIC SEGMENTATION

KW - CLASSIFICATION

KW - EXTRACTION

KW - ALGORITHM

KW - 3112 Neurosciences

KW - 1182 Biochemistry, cell and molecular biology

U2 - 10.1016/j.jneumeth.2009.05.026

DO - 10.1016/j.jneumeth.2009.05.026

M3 - Article

SN - 0165-0270

VL - 182

SP - 110

EP - 122

JO - Journal of Neuroscience Methods

JF - Journal of Neuroscience Methods

IS - 1

ER -