The Machine Learning Of Bioassays Big Data

BioPythia significantly accelerates and enhances the assay development Process.


1

Leverage

Computational power to analyze complex data.

2

Optimization

Experimental parameters.

3

Suggest

Optimal experimental strategies.

Solutions

Data is the new oil for our new combustion engine “Biopythia”

Quality control

Biopythia identifies errors or anomalies in analytical data and improves the quality and consistency of analytical data and reduce the risk of errors.

Data interpretation

Biopythia processes large datasets and identifies patterns or correlations Tand which helps to reduce the time and effort required for data analysis.

Assay optimization

Biopythia has predictive capability can guide the selection of candidates parameters and reagents for further experimental validation.

Denvo Bioassay development

Biopythia utilizes Predictive Modeling, virtual screening, feature selection, and Iterative Learning, to support denovo assay development by speeding up the process, improving predictive accuracy, and uncovering valuable insights that lead to more successful assays.

Technology

With expertise in bioassay development and machine learning,
BioPythia enables the acceleration of assay development

Complex data

Data integration
Data processing for quality
Data labeling

Feature engineering

Feature Selection
Feature transformation
Feature extraction

Machine learning models

Classification
Regression
Deep learning

Let's Talk!

Learn how BioPythia will work for your bioassay projects.