Advanced Bioinformatics Engine
Powered by cutting-edge algorithms and clinical-grade genetic analysis to identify inheritable risks with precision
Core Bioinformatics Features
Comprehensive screening and analysis capabilities
Pre-IVF Parental Screening
Deep-dive medical history and DNA marker analysis to identify inheritable risks before the IVF cycle begins
Post-IVF Embryo Assessment
Screen embryos for specific risks identified during parental pre-screening phase with targeted precision
Bayesian Risk Logic
Advanced algorithms weight genetic variants based on ancestry, phenotype, and environmental data
NPE & Discrepancy Detection
Genetic Truth engine identifies non-paternity events and pedigree conflicts to ensure bioinformatics accuracy
Technical Capabilities
Clinical-grade guardrails and advanced analysis
Phenotype Tagging
Uses Human Phenotype Ontology (HPO) terms to match physical symptoms with genetic risk prioritization for accurate clinical correlation
Environmental Layer
Factors in BMI, smoking, and occupational exposures using the g + e model to provide comprehensive risk assessment
Consanguinity Check
Automatically triggers Runs of Homozygosity (ROH) analysis if parents are biologically related to identify recessive risks
Clinical Validation
Provider dashboard allows doctors to override data conflicts and review clinical risk flags before patient release
Multi-Source Integration
Combines family history, medical records, insurance data, and genetic markers into unified risk profiles
Probabilistic Modeling
Bayesian networks calculate inheritance probabilities across multiple generations with statistical confidence intervals
The Risk Calculation Model
Our proprietary algorithm combines genetic data (g) with environmental factors (e) to produce comprehensive risk scores: y = g + e
Data Collection
Aggregate family history, medical records, and genetic markers
Phenotype Matching
Map symptoms to HPO terms and genetic variants
Bayesian Weighting
Calculate probabilities based on ancestry and inheritance patterns
Environmental Integration
Factor in lifestyle and occupational exposures
Risk Scoring
Generate comprehensive risk profiles with confidence intervals
Privacy-First Architecture
Advanced security measures protect your genetic data
AES-256 Encryption
Military-grade encryption for all data
HIPAA Compliant
Full healthcare privacy compliance
Side-Vault Isolation
Relative data never exposed to patients
Complete Audit Trails
All access logged and monitored
Experience Precision Genetic Analysis
Start your bioinformatics screening today with EmbryoShield