An Approach to Construct and Validate TCM Dataset Effective against Bacterial Pneumonia

Pei Gao,Zheng Chen,Ming Huang,Naoaki Ono,Shigehiko Kanaya,MD Altaf-UI-Amin

2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)（2021）

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摘要

The sizable empirical data from Traditional Chinese Medicine (TCM) is a resource for new antibiotic development. This work screens out 2258 potential formulae for bacterial pneumonia bridging modern medicine diseases and TCM syndromes. Evaluated by the random forest algorithm, the matching labeling performs better with a specificity of 84.34% and a precision of 88.12% compared to the clustering la...

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关键词

Microorganisms,Conferences,Lung,Forestry,Life sciences,Labeling,Diseases

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