AI-powered, cloud-based platform for MALDI-TOF MS data analysis and model training

Get started and try it for free

Build, train and deploy machine learning models on your spectral data – from research experiments to industrial QC – using your MALDI-TOF MS data.

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All-encompassing

The most complete platform for MALDI uni- and multi-variate data analysis

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Build your own prediction models

Easily create your training/validation sets and train with a wide range of Machine Learning algorithms

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Intuitive workflows

Start faster with easy-to-follow data pipelines. Create your first model in minutes.

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Signal response Analysis

Detect and quantify changes in spectral signatures over time or between conditions. Such us degradation, reaction progress, or treatment effects.

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Biomarker analysis

Access statistical tools such as t-tests, correlation analysis, ROC curves and more to explore features and identify discriminative markers.

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Quality control and reproducibility

Curate your data, discard low-quality spectra and assess reproducibility across instruments, batches, operators or time.

How it works

Make the best use of the data you are already producing

Workflow 1: Use your finished models to classify your spectra

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Generate spectra with your MALDI instrument

Generate spectra from any instrument and following the standard workflow already in use.

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Upload to Clover MSDAS prediction tool

Just drop the spectra file(s) generated into one of our prediction models and let it run.

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Get your result in minutes

Follow the quick process and get your predictions in a PDF report in just a few minutes!

Workflow 2: Creating your own prediction models to solve any problem of your interest

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Create a training dataset with your MALDI spectra

Follow our assisted process to easily create and categorize your training, test and validation dataset.

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Train your model

Choose from a wide range of Machine Learning algorithms. Use bioanalysis tools to take your knowledge further.

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Validate your model

Save your trained model and use it later to blindly identify new samples from yours or a different lab.

All your data processing needs in a single platform

Machine Learning model training and validation

No prior ML expertise needed. Train and test your custom prediction models to leverage the power of your MALDI spectra.

Easy-to-follow pre-processing workflow
Automated separation of training and test sets
Share studies with your collaborators
Keep your trained classifiers to be easily used in routine practice

Analyse

Analyze your spectra with specific tools from reproducibility to quality control checks.

Biomarker Analysis with improved algorithms
Outlier detection
Spectra Quality Control
Reproducibility test with Correlation analysis & Peak distribution

Train your model

Best Machine Learning algorithms to make prediction models with your datasets
- Hierarchical clustering
- K-Means clustering
- Partial Least Squares Discriminant Analysis
- Linear Support Vector Classification
- Random Forest Classification
- K Nearest Neighbours Classification
- LightGBM Classification
Clinic metrics, tables, plot and graphs from algorithms available for downloa