June 11, 2024, 4:50 a.m. | Thanh-Huy Nguyen, Thi Kim Ngan Ngo, Mai Anh Vu, Ting-Yuan Tu

cs.CV updates on arXiv.org arxiv.org

arXiv:2406.05349v1 Announce Type: new
Abstract: The ability of three-dimensional (3D) spheroid modeling to study the invasive behavior of breast cancer cells has drawn increased attention. The deep learning-based image processing framework is very effective at speeding up the cell morphological analysis process. Out-of-focus photos taken while capturing 3D cells under several z-slices, however, could negatively impact the deep learning model. In this work, we created a new algorithm to handle blurry images while preserving the stacked image quality. Furthermore, we …

abstract analysis arxiv attention behavior cancer cells contrast cs.cv deep learning differential focus framework image image processing interference modeling photos process processing segmentation study three-dimensional type while

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