bfPREPTM
bfPREP™ transforms raw, fragmented biomedical data into clean, harmonized, AI-ready assets you can trust.
- Prepare clinical trial data for analysis
- Harmonize multi-omics, and clinical data sets
- Enable reliable AI/ML drug target discovery
- Accelerate data readinesstrust.
bfLEAP®
bfLEAP® uncovers biologically meaningful patterns, subgroups, and drivers hidden within complex, multimodal datasets.
- Identify responder and non-responder Patient subgroups
- Discover novel drug targets and biomarkers
- Understand disease heterogeneity
- Understand disease mechanisms
- Optimize translational insights from preclinical to clinical
Coming Soon
Convert biological insight into ranked, explainable decisions that drive portfolio confidence.
- Prioritize Drug Targets and development program
- Support indication selection and trial design decisions
- Rank portfolio options by scientific and clinical impact
- Build diversified, risk-balanced R&D portfolios
bfPREP™
Data Harmonization Platform
Data Extraction, Feature Engineering, Schema Design
Stage 1: Data Foundation
Clean Your Data
Remove errors and inconsistencies
Fix Your Units
Normalize measurements
Derive Features
Engineer meaningful features
Standardization
Harmonize data sets
bfLEAP™
Biomedical Data Analysis
Subgroup and Driver Identification in Complex Datasets
Biomedical Data Analysis
Quantify similarities & differences across patients, cohorts, or conditions
Compare Samples
Analyze cohort differences
ID Subgroups
Find patient clusters
BullFrog Data Networks®
Filter Artifacts
Remove noise & outliers
Interrogate Patterns
Explore relationships
Find Drivers
Identify key factors
BullFrog Data Networks®
AI Decision Support
AI Decision Support
Define what matters. Get defensible rankings