Timeline
2021
Rapid and Reproducible MALDI-TOF-Based Method for the Detection of Vancomycin-Resistant Enterococcus faecium Using Classifying Algorithms
2020
Implementation of MALDI-TOF Mass Spectrometry and Peak Analysis: Application to the Discrimination of Cryptococcus neoformans Species Complex and Their Interspecies Hybrids
Minor version v0.3.5 K-Nearest Neighbors
- K- Nearest Neighbors (KNN) added
- Neighborhood Components Analysis (NCA) added in KNN module
Minor version v0.3.5 Carbapenemases detection
- Carbapenemases detection module added for specific institutions
- FAQ´s section added
2019
Major version v0.3 Random Forest Analysis
- Random Forest (RF) Analysis added
- Module for blind sample identification added
Minor version v0.2.5
- Biomarker analysis module added
- Reproducibility analysis improvements
- Metrics for K-Fold validation added
- F1 score
- Clinical scores
- Classification scores
- Feature importances added in all analysis
2018
Major Version v2 Support Vector Machine Analysis
- Support Vector Machine (SVM) Analysis added
- MALDI-TOF Bruker© format support added
- K-fold cross validation added
- Categories section added for studies
Minor version v0.1.5
- Reproducibility Analysis Module implementation
- Peak findings improvements
- Preprocessing improvements
- Variance stabilization added
- Mass filtering improvements
- Alignment improvements
- Automatic replication spectra added
Major Version v0.1 PLS-DA Module
- Partial Least Squares Discriminant Analysis (PLS-DA) implementation
- MALDI-TOF open format support improvements
- Hierarchical Clustering (HC) improvements
- Principal Components Analysis (PCA) improvements
- Smoothing added
- Baseline subtraction added
Official Release of RUO Clover Software
Contact Information | Clover Bioanalytical Software
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