Machine Learning
At Quantavo, machine learning isn't a buzzword, it's a core capability. We design models to uncover patterns, predict outcomes, and drive scientific insight from complex biological datasets.
What We Offer
- Classification models: Identify cell types, disease states, or phenotypic clusters from high-dimensional data.
- Regression analysis: Predict continuous outcomes such as gene expression levels, drug responses, or time-to-event.
- Neural networks: Apply deep learning to large and complex datasets like spatial transcriptomics or image sets.
- Unsupervised learning: Discover structure in your data with clustering, dimensionality reduction, and feature extraction.
Why It Matters
Our ML models are designed with biological interpretability in mind, not just accuracy. Whether you're working with thousands of genes, millions of cells, or terabytes of image data, we help you ask better questions and get clearer answers.
We also support feature engineering, model selection, evaluation metrics, and result visualization, so your ML analyses are both robust and publication-ready.