Ms. Sohyun Byun Profile

Sohyun Byun

at INFINITT Healthcare Co Ltd

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Publications (3)

Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Automatic polyp detection using SmartEndo-Net based on fusion feature pyramid network with mix-up edges

Young Jae Kim, Sohyun Byun, Chung il Ahn, Sangwook Cho, Kwang Gi Kim

Proceedings Volume 12033, 120332S (2022) https://doi.org/10.1117/12.2612651

KEYWORDS: Colorectal cancer, Video, Cancer, Edge detection, Sensors, Medicine, Image resolution, Image fusion, Image filtering, Convolutional neural networks

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Proceedings Article | 16 March 2020 Paper

Lung tumor segmentation using coupling-net with shape-focused prior on chest CT images of non-small cell lung cancer patients

Sohyun Byun, Julip Jung, Helen Hong, Hoonil Oh, Bong-seog Kim

Proceedings Volume 11314, 113142L (2020) https://doi.org/10.1117/12.2551280

KEYWORDS: Tumors, Lung, Image segmentation, Chest, Computed tomography, 3D image processing, Lung cancer, Liver, Network architectures, Radiology

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Proceedings Article | 27 March 2019 Paper

Ground-glass nodule classification with multiple 2.5-dimensional deep convolutional neural networks in chest CT images

So Hyun Byun, Julip Jung, Helen Hong, Yong Sub Song, Hyungjin Kim, Chang Min Park

Proceedings Volume 11050, 110500O (2019) https://doi.org/10.1117/12.2523715

KEYWORDS: Image classification, Computed tomography, Solids, Chest, Convolutional neural networks, Convolution, Lung, Image enhancement, Databases, Feature extraction

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