Table 1 The main features of BioSunMS software.
Feature Item | Feature description |
|---|---|
Database | MySQL based relational database system for patients information and MS data. |
Preprocessing | Baseline subtraction and smoothing; Normalization; Automatic or manual peak detection; Peak alignment |
MS format | Support common MS format, such as mzML, mzXML, mzData, |
Visualization | Graphics display for MS raw data and MS peaks |
Statistics or procedures | t-test for feature selection; SVM or kNN-based model construction; |
ROC | The ROC curve for the evaluation of model performance |
Security | Client-server architecture for multi-user workgroups |
Scalability | Plug-in framework for future development |