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Our Technology

The Future of
Early Detection

A clinically-validated AI engine that detects earlier, treats smarter, and explains every step—built on multimodal fusion and transparent design.

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Core Technology

The Intelligence
Behind SeleneX

Five foundational pillars that power our mission: precision, transparency, privacy, and real clinical impact.

01
Multimodal Intelligence

Data and Methods, Fused

Combining imaging, omics, clinical notes, and social data with diverse AI paradigms—deep learning, NLP, statistical models, and generative AI—for unified, high-resolution understanding.

  • Multi-source data integration
  • Cross-modal fusion transformers
  • Generative AI enhancement
Sync
TWIN
02
Generative Simulation

Digital Twins That Adapt

Simulating disease progression and treatment response across personalized profiles—factoring in biology, clinical history, and access to care.

  • Personalized patient models
  • Trajectory prediction
  • Treatment response simulation
03
Explainable AI

Built for Trust, Not Black Boxes

Every prediction and treatment suggestion is traceable, auditable, and human-readable—supporting clinicians with clarity and confidence.

  • Visual attention maps
  • Full decision audit trails
  • Natural language explanations
Analysis Report
Transparency Level: Full
"High confidence in region A3 due to cellular density patterns..."
Hospital A
Hospital B
Hospital C
Zero Raw Data Transferred
04
Privacy-by-Design

Federated Learning, Zero Exposure

Models learn without patient data ever leaving the hospital—preserving privacy, supporting compliance, and enabling global collaboration.

  • On-premise deployment
  • HIPAA & GDPR compliant
  • Global federated learning network
05
Ground-Up Engineering

Not Just a Wrapper—Real Tech

A foundational AI and data-native platform, engineered by leading AI engineers and top physicians in oncology, radiology, and public health. Designed for performance, precision, and clinical impact.

  • Custom-built AI infrastructure
  • Physician-led development
  • Optimized for clinical workflows
AI Engine
Data Platform
Clinical Foundation
AI Team
Physicians
Research
Architecture

Built for Scale & Security

Enterprise-grade infrastructure designed for the demands of modern healthcare — secure, scalable, and seamlessly integrated.

Input Layer

PACS, EHR, Lab Data

Processing

Model Ensemble + Edge Compute

Analysis

Fusion Engine + Explainability

Output

Clinical Reports + API

HIPAA
Compliant
SOC 2
Type II
GDPR
Compliant
FDA Ready
Class II
AI Medical Analysis
Multimodal Intelligence
Imaging • Genomics • Clinical Data
Platform

What Makes SeleneX
Different

Not a single AI model, but a coordinated super-agent. SeleneX orchestrates multiple specialized AI agents.

Multimodal Fusion

CT, MRI, PET + genomics + clinical data unified

Synthetic Simulation

Privacy-compliant data augmentation at scale

Explainable by Design

Every recommendation is traceable, auditable, and interpretable—critical for trust, regulation, and adoption.

Built for Real Healthcare

Designed to integrate with existing clinical workflows, regulatory frameworks, and data-governance requirements.

Progressive, Not Invasive

The system escalates diagnostic depth only when necessary, reducing cost, burden, and delay.

Digital Twins

Patient-specific virtual models for therapy simulation

Graph Neural Networks

Knowledge graphs connecting diverse data intelligently

The Journey

How SeleneX Works

A Trustworthy AI Super-Agent for Early Cancer Detection & Personalized Care—operating as a coordinated system that reasons across medical data, patient context, and clinical guidelines.

Stage 1 — Foundation

Intelligent Patient Understanding

Building a complete, interpretable patient picture

SeleneX begins by creating a holistic digital understanding of the patient, not just a snapshot. It securely ingests and organizes data into a Patient Knowledge Graph—a structured, interpretable map.

  • Medical history and electronic health records
  • Symptoms and patient-reported experiences
  • Demographics, hormonal history, and risk factors

Why This Matters

Early ovarian cancer rarely presents as a single red flag. SeleneX catches patterns across weak, fragmented signals that are often missed in routine care.

Stage 2 — Diagnosis

Progressive Diagnostic Reasoning

From low-invasive signals to deeper clinical certainty

Rather than ordering every test upfront, SeleneX follows a progressive diagnostic pathway similar to expert clinicians, updating risk scores and explaining each step.

  • Initial risk estimation using history and symptoms
  • Targeted lab and biomarker analysis when risk rises
  • Advanced imaging only when justified
  • Genomic profiling for high-confidence cases

Why This Matters

SeleneX reasons dynamically, adapting its diagnostic depth to each individual—avoiding unnecessary procedures while shortening time-to-diagnosis.

Stage 3 — Synthesis

Explainable AI Decision Synthesis

Turning complex data into clinician-ready insight

SeleneX synthesizes all inputs into a clear diagnostic assessment with human-readable explanations, visual highlights, and confidence measures.

  • Likelihood of cancer with confidence scores
  • Probable subtype and aggressiveness
  • Key drivers behind each conclusion
  • Visual explanation of what influenced decisions

Clinician-in-the-Loop

SeleneX supports decisions, never replaces professional judgment. Every conclusion is traceable and auditable.

Stage 4 — Treatment

Personalized Treatment via Digital Twin

From diagnosis to individualized therapy planning

SeleneX creates a digital twin of the patient—a virtual model reflecting tumor biology, genetic profile, and clinical context for simulation.

  • Test multiple treatment strategies virtually
  • Forecast outcomes, side effects, and recurrence risk
  • Compare options based on survival & quality of life
  • Explore "what-if" scenarios before real decisions

Why This Matters

Treatment responses vary dramatically. SeleneX moves oncology from protocol-driven care to truly individualized therapy selection.

Stage 5 — Continuity

Adaptive Follow-Up & Long-Term Care

Care doesn't stop at treatment

SeleneX continues to support patients after treatment begins, adapting follow-up intensity based on each patient's evolving risk profile.

  • Monitor biomarkers, imaging, and follow-up data
  • Detect early signs of recurrence
  • Update risk models as new data arrives
  • Enable earlier intervention when problems emerge

Continuous Adaptation

The system learns and adapts with each patient interaction, getting smarter over time.

Integration

Deploy Your Way

Flexible deployment options for any healthcare environment.

Cloud-Native

Fully managed SaaS deployment with automatic updates and elastic scaling.

  • Auto-scaling infrastructure
  • 99.99% uptime SLA
  • Instant updates

On-Premise

Complete data sovereignty within your own infrastructure.

  • Full data control
  • Air-gapped option
  • Custom hardware support

Hybrid

Best of both worlds with flexible edge deployment.

  • Edge compute nodes
  • Local + cloud processing
  • Built-in failsafe

Ready to Transform Your
Diagnostic Capabilities?

See how SeleneX can integrate with your existing workflow and improve patient outcomes.

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