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AI-Driven Precision Medicine - Coggle Diagram
AI-Driven Precision Medicine
Therapeutic Targeting
Biological Network Analysis
Single-Cell Data Mining
AI-Guided Functional Genomics
CRISPR Screening + AI Prioritization
Companies
Data4Cure: multi-omics integration and knowledge graphs to identify disease drivers and pathways
BiomeSense: Monitors the microbiome continuously to extract actionable signals for disease
CellCarta: Precision medicine testing services to support the development of targeted therapies
Diagnostics & Risk Prediction
Polygenic Risk Scores
AI-Imaging Risk Models
Digital Biomarkers
Predictive Models from EHR & Claims Data
Companies
MaddieBio: Risk stratification through genomic data
CIPRA.ai: AI-powered chronic condition forecasting
Acurion: Precision onology platform to using standard biopsy slides to rapidly identify genomic biomarkers
BrilliantBiome: Predicts disease risks and identifes novel microbiome-related biomarkers
Vivid Genomics: AI-driven patient stratification and predictive biomarker development for Alzheimer's disease
Patient Stratification
Unsupervised Clustering of Multi-Omics Data
Response-Based Stratification
Real-World Cohort Analysis
AI-Driven Trial Matching
Companies
CureMatch: Personalized treatment recommendations in oncology based on tumor profiling
Isommune: Develops computational tools for the identification of tumor-specific protein isoforms with potential as therapeutic targets
Drug Discovery
De Novo Molecule Generation
Virtual Screening & Docking
Structure-Based Design with AlphaFold Integration
Adaptive Trial Design Models
Companies
Enveda Biosciences: AI to mine natural compounds and predict drug function
Iambic Therapeutics: Integrates physics-informed AI to design and optimize novel therapeutics
Recursion Pharmaceuticals: Combines high-content phenotypic screening with AI for novel compound discovery
Every Cure: AI-driven drug repurposing by identifying existing molecules that can treat new diseases