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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.10
- 수록면
- 1,326 - 1,335 (10page)
이용수
초록· 키워드
오류제보하기
As part of the cell division method, we proposed a method for segmenting images generated by topography microscopes through deep learning-based feature generation and graph segmentation. Hybrid vector shapes preserve the overall shape and boundary information of cells, so most cell shapes can be captured without any post-processing burden. NIH-3T3 and Hela-S3 cells have satisfactory results in cell description preservation. Compared to other deep learning methods, the proposed cell image segmentation method does not require postprocessing. It is also effective in preserving the overall morphology of cells and has shown better results in terms of cell boundary preservation.
목차
ABSTRACT
1. 서론
2. 제안하는 방법
3. 실험 결과 및 고찰
4. 결론
REFERENCE
참고문헌 (19)
참고문헌 신청
M. Baker, “Cellular Imaging: Taking a Long, Hard Look,” Nature, Vol. 466, No. 1, pp. 1137-1140, 2010.
Q. Wang, J. Niemi, C.M. Tan, L. You, and M. West, “Image Segmentation and Dynamic Lineage Analysis in Single-cell Fluorescence Microscopy,” Cytometry Part A, Vol. 77, No. 1, pp. 101-110, 2010.
J.W. Young, J. CW Locke, A. Altinok, N. Rosenfeld, T. Bacarian, and P.S. Swain, et al., “Measuring Single-Cell Gene Expression Dynamics in Bacteria Using Fluorescence Time-Lapse Microscopy,” Nature Protocols, Vol. 7, No. 1, pp. 80-88, 2012.
S. Tay, J.J. Hughey, T.K. Lee, T. Lipniacki, S.R. Quake, and M.W. Covert, “Single-Cell NF-kappaB Dynamics Reveal Digital Activation and Analogue Information Processing,” Nature, Vol. 466, No. 1, pp. 267-271, 2010.
T.K. Lee, E.M. Denny, J.C. Sanghvi, J.E. Gaston, N.D. Maynard, and J.J. Hughey, et al., “A Noisy Paracrine Signal Determines the Cellular NF-kB Response to Lipopolysaccharide,” Sci Signal, Vol. 2, No. 63, pp. 1-65, 2009.
Q. Wang, J. Niemi, C.M. Tan, L. You, and M. West, “Image Segmentation and Dynamic Lineage Analysis in Single-cell Fluorescence Microscopy,” Cytometry Part A, Vol. 77, No. 1, pp. 101-110, 2010.
J.W. Young, J. CW Locke, A. Altinok, N. Rosenfeld, T. Bacarian, and P.S. Swain, et al., “Measuring Single-Cell Gene Expression Dynamics in Bacteria Using Fluorescence Time-Lapse Microscopy,” Nature Protocols, Vol. 7, No. 1, pp. 80-88, 2012.
S. Tay, J.J. Hughey, T.K. Lee, T. Lipniacki, S.R. Quake, and M.W. Covert, “Single-Cell NF-kappaB Dynamics Reveal Digital Activation and Analogue Information Processing,” Nature, Vol. 466, No. 1, pp. 267-271, 2010.
T.K. Lee, E.M. Denny, J.C. Sanghvi, J.E. Gaston, N.D. Maynard, and J.J. Hughey, et al., “A Noisy Paracrine Signal Determines the Cellular NF-kB Response to Lipopolysaccharide,” Sci Signal, Vol. 2, No. 63, pp. 1-65, 2009.
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