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Updated: Jun 25, 2026

A Proinflammatory, Degenerative Organ Culture Model to Simulate Early-Stage Intervertebral Disc Disease.
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通过机器学习和人工神经网络优化椎间盘细胞代谢表型

Md Entaz Bahar1, Rizi Firman Maulidi1, Quang Nhat Ngo1

  • 1Department of Biochemistry and Convergence Medical Sciences, Institute of Medical Science, Gyeongsang National University College of Medicine, Jinju, Republic of Korea.

Scientific reports
|December 22, 2025
PubMed
概括

这项研究优化了使用机器学习 (ML) 和人工神经网络 (ANN) 的细胞代谢表型. 将这些计算工具与海马生物能量流量分析集成,可以改善数据预测,并最大限度地减少实验差异,从而实现可靠的代谢分析.

关键词:
人工神经网络的人工神经网络生物能源的流量是生物能量.机器学习是机器学习.代谢表现型的代谢表现型氧气消耗率是指氧气消耗的速度.

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