JADBio
Solutionn for Bio-Molecular Data
FromJADBio
AutoML brings democratization to the data analysis process by allowing everyone to utilize Machine Learning. Fully automate your data analysis, end-to-end, with AI and our purpose-built algorithms starting from preprocessing to interpreting the final models.
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- Handles molecular, epidemiological, clinical, and multi-omics data
- Fully automated. No coding required
- Unique Survival Analysis (Time-to-event) function
- Diagnostic and predictive models, biomarkers, biosignatures, and drug targets
- Handles grouped samples
- Controls for known predictive factors
- Easy biodata import from public repositories
- Juxtapose results against public knowledge bases
- 15 years of expertise working with biomed data & life scientists
- Proven performance estimates suitable for clinical use
- Low sample size analysis, suitable for rare diseases or expensive measurements
- Returns confidence intervals of performance
- Focus on feature selection & biosignature discovery
- Scalable feature selection to 1 million
- Scalable feature selection to 10 million genetic markers
- Focus on interpreting the effect of each marker on the predictive power
- Identifies multiple, equally predictive feature subsets