Dr. Chih-Liang Chin Profile

Dr. Chih-Liang Chin

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Publications (3)

Proceedings Article | 10 March 2020 Paper

Comparison of training strategies for the segmentation of retina layers in optical coherence tomography images of rodent eyes using convolutional neural networks

Antong Chen, Charlene Zhi Lin Ong, Weiwei Luo, Chen Fei Lee, Ser Mien Chia, Joana Galvao, Daniel Metzger, Eric Gifford, Chih-Liang Chin, Asad Abu Bakar Ali

Proceedings Volume 11313, 1131339 (2020) https://doi.org/10.1117/12.2549442

KEYWORDS: Image segmentation, Retina, Optical coherence tomography, Data modeling, Convolutional neural networks, Eye, Animal model studies, Performance modeling, Distortion, Visual process modeling

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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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