JADBio

JADBio is an automated machine learning platform for biomarker discovery and predictive modeling in life sciences and healthcare research. Without writing code, a researcher uploads genomic, transcriptomic, proteomic, metabolomic or clinical data and the platform runs feature selection, model tuning and validation, then explains which features drive the prediction and visualizes the resulting models. Survival analysis is supported for time to event outcomes. It is intended for researchers, bioinformaticians and healthcare organizations working in oncology, immunology and metabolic disorders, chronic disease and aging, infectious disease and mental health. The platform parses multi omics data, runs batch analyses, and is available through a graphical interface or a REST API. It is listed on AWS Marketplace and can be delivered on AWS or on premises for larger deployments. Results can be shared, and models exported for use elsewhere. Pricing is published in three tiers. Basic is free for a single user and includes data upload and wrangling, single feature selection, basic tuning, feature interpretation, model visualizations, one model export and a fourteen day trial of Team. Team is $2,199 per team per month billed annually for five or more users, and adds multiple feature selection, extensive tuning, survival analysis, API access, batch analysis, unlimited model export, up to 20 seats, 100 GB of storage and consulting hours; monthly Team pricing is by quote. Business Pro is custom for 40 or more users and adds AWS or on premises delivery, analysis of images, signals and single cell data, user defined code, up to 1,000 seats and unlimited storage.