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Updated: May 7, 2026

Morphology-Based Distinction Between Healthy and Pathological Cells Utilizing Fourier Transforms and Self-Organizing Maps
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关于为探测新型生物医学实体构建高层多重体的结构

Jianan Fan, Dongnan Liu, Hang Chang

    IEEE transactions on pattern analysis and machine intelligence
    |August 7, 2025
    PubMed
    概括

    这项研究引入了一种新的几何概率模型,以解决生物医学数据中的偏差,从而能够更准确地识别新的表型和实体. 该方法通过改进表示学习和类发现来增强用于科学发现的机器学习.

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    相关概念视频

    Newman Projections02:06

    Newman Projections

    Different notations are used to represent the three-dimensional structure of molecules on two-dimensional surfaces. One of the most commonly used representations is the dash-wedge formula. The dashed wedges, solid wedges, and the plane lines indicate the groups situated behind the plane, coming out of the plane, and in the plane, respectively.
    The organic molecules rotate across the single bonds leading to numerous temporary three-dimensional structures of varying energy known as conformers.