Literature DB >> 28253377

Segmentation of nucleus and cytoplasm of a single cell in three-dimensional tomogram using optical coherence tomography.

Chia-Kai Chang1, Chien-Chung Tsai1, Wan-Yi Hsu1, Jau-Shiuh Chen2, Yi-Hua Liao2, Yi-Shuan Sheen2, Jin-Bon Hong2, Ming-Yi Lin2, Jeng-Wei Tjiu2, Sheng-Lung Huang1.   

Abstract

A random rayburst sampling (RRBS) framework was developed to detect the nucleus and cell membrane boundaries in three-dimensional (3-D) space. Raw images were acquired through a full-field optical coherence tomography system with submicron resolution—i.e., 0.8 ?? ? m in lateral and 0.9 ?? ? m in axial directions. The near-isometric resolution enables 3-D segmentation of a nucleus and cell membrane for determining the volumetric nuclear-to-cytoplasmic (N/C) ratio of a single cell. The RRBS framework was insensitive to the selection of seeds and image pixel noise. The robustness of the RRBS framework was verified through the convergence of the N/C ratio searching algorithm. The relative standard deviation of the N/C ratio between different randomly selected seed sets was only 2%. This technique is useful for various in vitro assays on single-cell analyses.

Mesh:

Year:  2017        PMID: 28253377     DOI: 10.1117/1.JBO.22.3.036003

Source DB:  PubMed          Journal:  J Biomed Opt        ISSN: 1083-3668            Impact factor:   3.170


  2 in total

1.  Three-dimensional nucleus-to-cytoplasm ratios provide better discrimination of normal and lung adenocarcinoma cells than in two dimensions.

Authors:  Hsu-Cheng Huang; Shu-Jen Chiang; Shu-Han Wen; Pei-Jung Lee; Huei-Wen Chen; Yang-Fang Chen; Chen-Yuan Dong
Journal:  J Biomed Opt       Date:  2019-08       Impact factor: 3.170

2.  Non-invasive scoring of cellular atypia in keratinocyte cancers in 3D LC-OCT images using Deep Learning.

Authors:  Sébastien Fischman; Javiera Pérez-Anker; Linda Tognetti; Angelo Di Naro; Mariano Suppa; Elisa Cinotti; Théo Viel; Jilliana Monnier; Pietro Rubegni; Véronique Del Marmol; Josep Malvehy; Susana Puig; Arnaud Dubois; Jean-Luc Perrot
Journal:  Sci Rep       Date:  2022-01-10       Impact factor: 4.379

  2 in total

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