Ms. Ling Ma Profile

Ling Ma

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Publications (6)

Proceedings Article | 12 March 2018 Paper

Heart chamber segmentation from CT using convolutional neural networks

James Dormer, Ling Ma, Martin Halicek, Carolyn Reilly, Eduard Schreibmann, Baowei Fei

Proceedings Volume 10578, 105782S (2018) https://doi.org/10.1117/12.2293554

KEYWORDS: Heart, Image segmentation, Computed tomography, Convolutional neural networks, Data modeling, Convolution, Neurons, Radiotherapy, Neural networks, 3D modeling

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Proceedings Article | 27 February 2018 Paper

Convolutional neural networks for the detection of diseased hearts using CT images and left atrium patches

James Dormer, Martin Halicek, Ling Ma, Carolyn Reilly, Eduard Schreibmann, Baowei Fei

Proceedings Volume 10575, 1057530 (2018) https://doi.org/10.1117/12.2293548

KEYWORDS: Heart, 3D modeling, Computed tomography, Chemical vapor deposition, Convolutional neural networks, Cancer, Convolution, Neurons, 3D image processing, Chest

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Proceedings Article | 13 March 2017 Paper

Deep learning based classification for head and neck cancer detection with hyperspectral imaging in an animal model

Ling Ma, Guolan Lu, Dongsheng Wang, Xu Wang, Zhuo Georgia Chen, Susan Muller, Amy Chen, Baowei Fei

Proceedings Volume 10137, 101372G (2017) https://doi.org/10.1117/12.2255562

KEYWORDS: Convolutional neural networks, Hyperspectral imaging, Head, Neck, Cancer, Animal model studies, Neural networks, Image-guided intervention, Data acquisition, Tumors, Image classification

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Proceedings Article | 24 February 2017 Paper

Automatic segmentation of the prostate on CT images using deep learning and multi-atlas fusion

Ling Ma, Rongrong Guo, Guoyi Zhang, Funmilayo Tade, David Schuster, Peter Nieh, Viraj Master, Baowei Fei

Proceedings Volume 10133, 101332O (2017) https://doi.org/10.1117/12.2255755

KEYWORDS: Machine learning, Convolutional neural networks, Image segmentation, Computed tomography, Prostate, Neural networks, Prostate cancer, Image processing, Bone, Databases, Cancer

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Proceedings Article | 21 March 2016 Paper

Combining population and patient-specific characteristics for prostate segmentation on 3D CT images

Ling Ma, Rongrong Guo, Zhiqiang Tian, Rajesh Venkataraman, Saradwata Sarkar, Xiabi Liu, Funmilayo Tade, David Schuster, Baowei Fei

Proceedings Volume 9784, 978427 (2016) https://doi.org/10.1117/12.2216255

KEYWORDS: Image segmentation, Prostate, Computed tomography, Data modeling, Probability theory, Prostate cancer, Machine learning, Pattern recognition, Cancer, Binary data, Picosecond phenomena

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Proceedings Article | 18 March 2016 Paper

Random walk based segmentation for the prostate on 3D transrectal ultrasound images

Ling Ma, Rongrong Guo, Zhiqiang Tian, Rajesh Venkataraman, Saradwata Sarkar, Xiabi Liu, Peter Nieh, Viraj Master, David Schuster, Baowei Fei

Proceedings Volume 9786, 978607 (2016) https://doi.org/10.1117/12.2216526

KEYWORDS: Image segmentation, Prostate, Ultrasonography, 3D image processing, Image classification, Image processing algorithms and systems, 3D modeling, Biopsy, Surface plasmons

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Showing 5 of 6 publications

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