Dr. Ilknur Icke Profile

Dr. Ilknur Icke

at Merck & Co Inc

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Author

Publications (3)

Proceedings Article | 18 March 2019 Paper

3D profiling of amyloid plaque-associated microglia and neuronal damage on confocal fluorescence images to aid drug discovery in Alzheimer's disease

Ilknur Icke, Alice Zhang, Sonal Singh, Belma Dogdas, Christian Mirescu, Matthew Kennedy, Sophia Bardehle

Proceedings Volume 10956, 109560O (2019) https://doi.org/10.1117/12.2512452

KEYWORDS: Convolutional neural networks, Confocal microscopy, Alzheimer's disease, Image analysis, Visualization, Luminescence, Profiling, Pathology, Drug discovery, 3D image processing, Biological research

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Proceedings Article | 2 March 2018 Presentation + Paper

Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM

Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen

Proceedings Volume 10574, 105740A (2018) https://doi.org/10.1117/12.2293984

KEYWORDS: Image segmentation, Convolutional neural networks, Magnetic resonance imaging, Neural networks, Feature extraction, Machine learning, Pattern recognition

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Proceedings Article | 24 February 2017 Paper

Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning

Tian Zhou, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen

Proceedings Volume 10133, 101331W (2017) https://doi.org/10.1117/12.2253963

KEYWORDS: Neural networks, Image segmentation, Magnetic resonance imaging, Data modeling, Databases, Cardiovascular magnetic resonance imaging, Machine learning, Pattern recognition, Heart, Mathematical modeling, Performance modeling, Mathematics, Image processing, Information technology

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