Mr. Mohsen Ghafoorian Profile

Mohsen Ghafoorian

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Publications (6)

Proceedings Article | 2 March 2018 Paper

Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR

Mohsen Ghafoorian, Jonas Teuwen, Rashindra Manniesing, Frank-Erik Leeuw, Bram van Ginneken, Nico Karssemeijer, Bram Platel

Proceedings Volume 10574, 105742U (2018) https://doi.org/10.1117/12.2293569

KEYWORDS: Image segmentation, Neural networks, Brain, Magnetic resonance imaging, Neuroimaging, Medical imaging, Image processing algorithms and systems, Network architectures, Brain diseases, Dementia

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Proceedings Article | 27 February 2018 Paper

Cerebral microbleed detection in traumatic brain injury patients using 3D convolutional neural networks

K. Standvoss, T. Crijns, L. Goerke, D. Janssen, S. Kern, T. van Niedek, J. van Vugt, N. Alfonso Burgos, E. Gerritse, J. Mol, D. van de Vooren, M. Ghafoorian, T. L. A. van den Heuvel, R. Manniesing

Proceedings Volume 10575, 105751D (2018) https://doi.org/10.1117/12.2294016

KEYWORDS: Traumatic brain injury, Brain, 3D image processing, Convolutional neural networks, Blood vessels, Network architectures, Convolution, Solid modeling, Neuroimaging, Computer aided diagnosis and therapy

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Proceedings Article | 3 March 2017 Paper

Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks

Alireza Mehrtash, Alireza Sedghi, Mohsen Ghafoorian, Mehdi Taghipour, Clare Tempany, William Wells, Tina Kapur, Parvin Mousavi, Purang Abolmaesumi, Andriy Fedorov

Proceedings Volume 10134, 101342A (2017) https://doi.org/10.1117/12.2277123

KEYWORDS: Convolutional neural networks, Principal component analysis, Magnetic resonance imaging, Prostate, Computer aided diagnosis and therapy, Data modeling, Prostate cancer, Diffusion weighted imaging, 3D modeling, Tissues

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Proceedings Article | 24 March 2016 Paper

A single-layer network unsupervised feature learning method for white matter hyperintensity segmentation

Koen Vijverberg, Mohsen Ghafoorian, Inge W. M. van Uden, Frank-Erik de Leeuw, Bram Platel, Tom Heskes

Proceedings Volume 9785, 97851C (2016) https://doi.org/10.1117/12.2216409

KEYWORDS: Computing systems, Neuroimaging, Brain, Image segmentation, Neurological disorders, Solid modeling, Computer aided diagnosis and therapy, CAD systems, Feature extraction, Associative arrays, Medical imaging, Magnetic resonance imaging, Neurology

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Proceedings Article | 20 March 2015 Paper

Computer aided detection of brain micro-bleeds in traumatic brain injury

T. L. van den Heuvel, M. Ghafoorian, A. van der Eerden, B. Goraj, T. M. Andriessen, B. ter Haar Romeny, B. Platel

Proceedings Volume 9414, 94142F (2015) https://doi.org/10.1117/12.2075353

KEYWORDS: Traumatic brain injury, Brain, CAD systems, Magnetic resonance imaging, Blood vessels, Computer aided diagnosis and therapy, Spherical lenses, Neuroimaging, Algorithm development, Feature extraction

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Proceedings Article | 20 March 2015 Paper

Small white matter lesion detection in cerebral small vessel disease

Mohsen Ghafoorian, Nico Karssemeijer, Inge van Uden, Frank de Leeuw, Tom Heskes, Elena Marchiori, Bram Platel

Proceedings Volume 9414, 941411 (2015) https://doi.org/10.1117/12.2081597

KEYWORDS: Brain, Image segmentation, Tissues, Magnetic resonance imaging, Neuroimaging, CAD systems, Medical imaging, Magnetism, Alzheimer's disease, Dementia

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Showing 5 of 6 publications

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