JADBio

What JADBio is

JADBio is a no-code automated machine learning platform for life scientists analyzing public or study data. Users can upload curated CSV or other delimited files, choose an outcome to predict, and work with data including genomics, transcriptome, metagenome, proteome, metabolome, clinical data, and images. Its capabilities include automated preprocessing, feature selection, survival analysis, predictive modeling, and model interpretation. Results can include predictive models, biomarkers or biosignatures, visualizations, and information for applying models. A REST API can add AutoML, including image analysis, to applications and automate workflows; a Python client is also offered. The service is available through web, API, and self-hosted options. Team plans connect to public repositories, while Business Pro includes public and private repository connections and lists AWS container and on-premise delivery alongside SaaS. Basic is free and includes one seat, three projects, a 50 MB upload limit, 500 MB storage, and one model export. Team is listed at $2,199 a year, billed annually, and has a 14-day trial. Business Pro uses custom pricing.

Who it suits

JADBio suits life scientists, research institutions, biotech and pharma companies, and other scientists working with public or study data. Its API and self-hosted options may suit teams incorporating automated analysis into applications or deployments.

Limits

The free Basic plan includes one seat, three projects, a 50 MB upload limit, 500 MB storage, and one model download or export. Team includes a 14-day free trial.

Getting started

1. Visit the JADBio website.
2. Choose the free Basic plan or review Team, which includes a 14-day free trial.
3. Open JADBio through the web platform, or use its API or self-hosted option.
4. Upload a curated CSV or another delimited-file dataset.
5. Select the predictive outcome for analysis.
6. Use the REST API or Python client if adding AutoML to an application or automating a workflow.

Verdict

JADBio offers no-code predictive analysis for varied life-science data, with API and deployment choices alongside its web service. The free Basic plan has specific project, upload, storage, and export limits; Team pricing is listed annually.