What is JADBio?
JADBio is a no-code automated machine learning tool for knowledge discovery in healthcare. JADBio simplifies predictive modeling and feature selection for researchers working in precision health, medicine, and drug discovery. The website presents applications across cancer, chronic diseases, infectious diseases, mental health, and immune, endocrine, and metabolic conditions.
JADBio is purpose-built for multi-omics data, with support for genomics, transcriptome, metagenome, proteome, metabolome, and phenotype or clinical data. JADBio connects these data types with research tasks such as biomarker discovery, disease characterization, and treatment response analysis. The website also links published research illustrating healthcare applications.
What JADBio can do
JADBio combines data preparation, automated analysis, and model interpretation within its plan offerings. Basic capabilities cover uploading and wrangling data, selecting features, visualizing models, and sharing results. Higher tiers extend the analysis options with survival analysis, custom analysis, batch processing, and more extensive tuning.
- JADBio supports classification and regression analysis.
- JADBio provides feature interpretation and feature importance.
- JADBio displays performance metrics, confusion matrices, and ROC or precision-recall curves.
- JADBio offers survival analysis and risk stratification on higher tiers.
- JADBio supports external validation and downloadable models.
- JADBio Business Pro adds analysis of images, signals, and single-cell data.
How JADBio works
JADBio organizes analysis around projects, data uploading and wrangling, analysis specification, and results. Users can define metrics to optimize and select the tuning effort available in their plan. JADBio presents analysis reports, feature interpretation, and model performance results, with options for sharing results and applying models through external validation or an online calculator.
JADBio offers SaaS access and is available through AWS Marketplace. Team features include API access, batch analysis, connections to public repositories, and project sharing. Business Pro adds connections to private repositories, user-defined code and algorithms, and AWS container or on-premise delivery options for organizations requiring those deployment approaches.
Who JADBio is for
JADBio serves healthcare researchers and R&D teams investigating biological signals and predictive relationships. The website lists applications across stages of drug discovery, including lead identification, compound optimization, and trial monitoring. JADBio also provides academic options for researchers and a Classroom Plan for professors, educators, and machine learning trainers.
- JADBio supports early biomarker discovery and disease subtype or stage analysis.
- JADBio supports drug repurposing and chemosensitivity research.
- JADBio supports treatment response, safety, efficiency, and dosage research.
- JADBio supports teaching machine learning and AutoML through its Classroom Plan.
JADBio pricing and plans
JADBio uses a freemium model with a free Basic plan and paid Team and Business Pro options. Basic includes data uploading and wrangling, single feature selection, basic tuning, feature interpretation, model visualizations, result sharing, and a single model export. The pricing page also offers a 14-day free trial of the Team plan.
JADBio lists custom pricing for Team and Business Pro, alongside a separate annually billed Team offer. Team adds multiple feature selection, extensive tuning, API access, and premium support. Business Pro adds enterprise-oriented analysis and deployment capabilities. Academic researchers can request a discount, while educators can contact JADBio about the Classroom Plan.
JADBio strengths and limitations
JADBio combines a no-code approach with biological and clinical data support, interpretable analysis outputs, and model sharing or export. The free Basic plan provides an entry point for machine learning work. Plan selection matters because advanced analysis, collaboration, computing resources, and deployment options differ across the listed offerings.
- JADBio Basic permits 3 projects and uploadable files of 50 MB.
- JADBio Basic provides single rather than multiple feature selection.
- JADBio Basic limits downloadable models to 1.
- JADBio places API access, batch analysis, and survival analysis in higher-tier offerings.
JADBio FAQ
What is JADBio?
JADBio is a no-code automated machine learning tool for predictive modeling, feature selection, and healthcare knowledge discovery. JADBio supports multi-omics research and lists applications in precision medicine, biomarker discovery, and drug development.
Is JADBio free?
JADBio offers a free Basic plan with data uploading and wrangling, single feature selection, basic tuning, feature interpretation, model visualizations, result sharing, and a single model export. JADBio also offers paid Team and Business Pro options and a 14-day Team trial.
What data types does JADBio support?
JADBio supports multi-omics data including genomics, transcriptome, metagenome, proteome, metabolome, and phenotype or clinical data. JADBio also lists advanced analysis of images, signals, and single-cell data among Business Pro features.
Does JADBio have an API?
JADBio includes API access in its Team offering, alongside batch analysis, custom analysis, and connections to public repositories. JADBio Business Pro adds connections to private repositories and support for user-defined code and algorithms.
Can JADBio be deployed on-premise?
JADBio lists on-premise delivery and AWS container delivery among Business Pro options. JADBio also offers SaaS access and availability through AWS Marketplace, with deployment choices varying across the plans shown in the feature matrix.
Does JADBio offer academic or classroom plans?
JADBio offers an academic discount for researchers and teams seeking AI and machine learning capabilities. JADBio also lists a Classroom Plan for professors, educators, and machine learning trainers, including floating licenses and controls for student account access.
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