Machine learning-driven optimization of extraction process and development of quality standards for traditional Chinese medicine (TCM) formulae in primary liver cancer

Key Points

• The study aims to optimize extraction processes and develop quality standards for TCM formulae targeting primary liver cancer.
• Utilized machine learning algorithms for extraction process optimization.
• Developed quality standards based on optimized extraction results.
• Analyzed clinical efficacy and consistency of TCM formulae in liver cancer treatment.
• Successfully optimized extraction processes leading to enhanced clinical efficacy.
• Established comprehensive quality standards for TCM formulae.
• Indicated significant improvements in the consistency and safety of liver cancer treatments.