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

Proc. SPIE. 10956, Medical Imaging 2019: Digital Pathology

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

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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

Proc. SPIE. 10574, Medical Imaging 2018: Image Processing

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

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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

Proc. SPIE. 10133, Medical Imaging 2017: Image Processing

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

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