JADBio

JADBio is a state-of-the-art automated Machine Learning (AutoML) platform designed to make the power of machine learning accessible to everyone, regardless of technical background. By automating model selection and training to an unprecedented degree, JADBio enables users to easily create and apply predictive models, significantly cutting down on R&D time and cost. Raven Biosciences is both a proud user and an authorized reseller of the JADBio platform.

JADBio is purpose-built for the life sciences and bioscience domains, combining broad AutoML capabilities with specialized functionality tailored to biological and medical research challenges. The platform has been applied across a wide range of use cases, from estimating biological and disease monitoring age to autism screening and suicide risk assessment.

Core AutoML Capabilities

• Fully automated model selection and training, minimizing the need for manual machine learning expertise
• Predictive model creation and deployment accessible to non-specialists and domain experts alike
• Visualizations of feature importance and ICE-plots to help users gain insights into model behavior and underlying data
• Comprehensive analysis result views to support data-driven decision making

Bioscience-Specific Features

• Tailor-made functionalities for bioscience, including Survival analysis
• Bio-specific data preprocessing pipelines designed for life science data types
• Ability to handle complex, heterogeneous problems involving multiple data types simultaneously, including multi-omics, genetic data, images, and medical signals

API and Integration Capabilities

• Full platform access via a REST API, enabling power users to leverage advanced functionality programmatically
• A simple Python client provides easy access to the REST API, lowering the barrier for integration
• Seamless incorporation into existing company software, research pipelines, and workflows
• Compatible with the broad ecosystem of life science Python modules, allowing JADBio to work alongside existing bioinformatics and data science tools

JADBio is available through Raven Biosciences as both a platform for direct use and as a resold solution, making it an accessible entry point for life science organizations looking to integrate AutoML into their research and development workflows.