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Development of data labeling techniques for terahertz image-based AI cancer diagnosis
DC Field | Value | Language |
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dc.contributor.author | 오승재 | - |
dc.date.accessioned | 2024-05-30T06:49:03Z | - |
dc.date.available | 2024-05-30T06:49:03Z | - |
dc.date.issued | 2023-10 | - |
dc.identifier.uri | https://ir.ymlib.yonsei.ac.kr/handle/22282913/199356 | - |
dc.description.abstract | To develop an AI-based cancer diagnosis technology using terahertz medical imaging, it is imperative to obtain accurately labeled pathological tissue-stained images that serve as the ground truth. However, acquiring these reference images presents challenges such as the cooperation of pathology specialists, high-capacity Whole Slide Images (WSI), and accuracy issues. This study addresses these challenges by creating a brain tumor animal model to obtain tissue-stained images of brain tumor samples, and developing an algorithm using a U-Net neural network for automatic cancerous area segmentation. Through data preprocessing and AI training, high-accuracy labeled data can be provided for terahertz-medical imaging-based AI cancer diagnosis. | - |
dc.description.statementOfResponsibility | restriction | - |
dc.relation.isPartOf | 2023 48TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES, IRMMW-THZ | - |
dc.rights | CC BY-NC-ND 2.0 KR | - |
dc.title | Development of data labeling techniques for terahertz image-based AI cancer diagnosis | - |
dc.type | Article | - |
dc.contributor.college | College of Medicine (의과대학) | - |
dc.contributor.department | Research Institute (부설연구소) | - |
dc.contributor.googleauthor | Myeong Suk Yim | - |
dc.contributor.googleauthor | Yun Heung Kim | - |
dc.contributor.googleauthor | Byeong Cheol Yoo | - |
dc.contributor.googleauthor | Hyun Ju Choi | - |
dc.contributor.googleauthor | Seung Jae Oh | - |
dc.contributor.googleauthor | Young Bin Ji | - |
dc.identifier.doi | 10.1109/IRMMW-THz57677.2023.10299285 | - |
dc.contributor.localId | A02383 | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/10299285 | - |
dc.contributor.alternativeName | Oh, Seung Jae | - |
dc.contributor.affiliatedAuthor | 오승재 | - |
dc.identifier.bibliographicCitation | 2023 48TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES, IRMMW-THZ, , 2023-10 | - |
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