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. 2024 Jan 29;14:2355. doi: 10.1038/s41598-024-52762-5

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© The Author(s) 2024

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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(a) Real-time MP counting with YOLO v5 and Strong-SORT. (b) Generated masks for two kinds of MPs, PC and PET. (c) Morphological measurement of Max Feret diameter (MFD) and area for PC and PET. (d) The Bland-Altman analysis comparing the MFD measurements obtained by the estimation and reference values (n = 39); the dashed lines represent the 95% limits of agreement (LOAs). (e) Mixed MP samples with random shapes and varied degrees of transparency. (f) Classification results of varied shapes shown in (e). Scale bar: 1mm.