English(EN) Topological texture analysis of microscopy images of dynamic casein gelation and its relation to rheological properties

新工具箱使用TDA分析酪蛋白凝胶化动力学

作者 PulseAugur 编辑部 · [1 个来源] · 2026-06-02 04:00

研究人员开发了一个新的计算工具箱，将拓扑数据分析（TDA）与差分盒计数和局部二值模式等其他方法相结合。该工具箱分析动态酪蛋白凝胶化的显微图像，以了解其与流变性质的关系。TDA组件专门跟踪拓扑环，这些环反映了蛋白质网络的互连性，揭示了凝胶化过程中与宏观流变测量相关的不同阶段。 AI

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arXiv cs.AI TIER_1 English(EN) · Zahra Tabatabaei, Diana Soto Aguilar, Jose C. Bonilla, Mathias P. Clausen, Jon Sporring · 2026-06-02 04:00

动态酪蛋白凝胶化显微图像的拓扑纹理分析及其与流变性质的关系

arXiv:2606.02048v1 Announce Type: new Abstract: We propose a novel computational toolbox that integrates Topological Data Analysis (TDA), Differential Box Counting (DBC), Multifractal Partition (MFP), and Local Binary Patterns (LBP), applied to time-lapse super-resolution STED mi…