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Machine Learning and Metabolic Engineering for Personalized Medicine in Glucose-6-phosphate Dehydrogenase Deficiency

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Zenodo2025-09-27 更新2026-05-26 收录
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Personalized Medicine - Metabolic Model Analysis This repository contains code and data for metabolic flux analysis and cellular model adaptation for personalized medicine applications. It integrates metabolic network simulations with machine learning to identify optimal cellular models under different conditions. Requirements MATLAB (R2023a) COBRA Toolbox (v2.42.0) MOSEK Solver (v10.2.6)

个性化医疗——代谢模型分析 本仓库包含面向个性化医疗应用的代谢通量分析(metabolic flux analysis)与细胞模型适配所需的代码及数据集。本项目将代谢网络模拟(metabolic network simulations)与机器学习相结合,以识别不同条件下的最优细胞模型。 环境依赖 MATLAB(R2023a版) COBRA工具箱(v2.42.0版) MOSEK求解器(v10.2.6版)

提供机构:
CellAI
创建时间:
2025-09-27
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