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Open access Sep 2026

MorphCell disentangles shape and scale for 3D cellular morphology representations

Three-dimensional (3D) cell morphology provides a measurable phenotype of cellular state and function, yet learning transferable and interpretable morphological representations across biological systems and imaging modalities remains challenging. Here we introduce MorphCell, a self-supervised framework that learns shap...

Guo-Wei Zhang, Guan Wang, Run-Zhou Cao et al. · 0 citations
Open access Sep 2026

Measurement-Driven Low-Label Adaptation for Signal-Based Areal Surface Roughness Prediction After Tool Replacement in Ti–6Al–4V Milling

In precision milling, areal surface roughness (Sa\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$S_{\textrm{a}}$$\end{document}) is common...

Jie Feng, Nan Zhang, Zhenyu Liu et al. · 0 citations

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