Radiology Intelligence
that actually helps
Nexus is a lightweight observability layer for radiology. It reduces diagnostic misses, standardizes follow-up, and catches guideline conflicts — giving your department the oversight it needs for quality assurance and patient safety.
Validated clinical algorithms + visual workflow editor + integrated viewer + on-site deployment. All in one platform, under your control.
AI Intelligence — validated & published
Every number here comes from independent research and peer-reviewed publications. Not marketing claims — real clinical evidence.
Lung Oncology Module
✓ ValidatedComprehensive lung nodule analysis with externally validated classifiers and published research results. Covers primary lung tumors and metastatic nodules.
Beyond Chest CT
In DevelopmentExpanding AI capabilities across anatomical regions and imaging modalities.
- Multi-region lymph node detection (axillary, mediastinal, abdominal, inguinal)
- Liver & kidney lesion detection and segmentation
- PET-CT integration with metabolic measurements (SUV-max, SUV-mean)
- 117 organ segmentations with automated clinical measurements
- Study routing infrastructure (automatic phase/reconstruction detection)
Clinical AI Agents
In DevelopmentAutomated document processing and clinical decision support, running on local LLMs for privacy. Transparent reasoning, not a black box.
- Document intelligence: scanned PDF to structured FHIR JSON
- Medical coding: automatic LOINC, SNOMED, ICD-10 assignment
- Guideline-based patient routing with analysis of existing reports for protocol compliance
- Transparent reasoning grounded in formalized clinical guidelines
- Runs on local LLMs — no external API calls, privacy-preserving
More than algorithms — a complete platform
Nexus is built for real clinical deployment, integration, and governance. Here's what's under the hood:
Workflow Editor
Visual editor for composing AI algorithm pipelines. Build complex processing workflows as directed acyclic graphs (DAGs) without writing a line of code.
2D/3D Medical Viewer
Integrated volume rendering with segmentation overlays, mask toggle, and opacity controls. Review AI findings directly in the platform.
PACS Integration
Connect to existing infrastructure via DICOM Query/Retrieve (C-FIND, C-MOVE). Seamless integration with your current radiology systems.
On-Site Deployment
Fully containerized and air-gapped capable. Zero external dependencies. Patient data never leaves your facility.
Organization Management
Support for multiple organizations and sites with role-based access control, department-level isolation, and centralized administration.
Audit & Compliance
Immutable audit logging with full action history. HIPAA-compliant infrastructure designed for regulatory requirements from the ground up.
Research that speaks for itself
Published results from independent external validations and prospective clinical studies. Not our own benchmarks — outside researchers tested it.
Hamartoma classifier
sens. 0.73, spec. 0.93, acc. 0.83
ILN sensitivity
97.9% specificity, 91.7% accuracy
Accuracy gain
Malignancy Index (p=0.0003)
Malignant nodules
Classification improvement
Poster accepted
ILN external validation
Publications & Conferences (the paper trail)
Built for your entire team
Nexus serves every role in the radiology workflow — from clinical practice to research and IT deployment.
Radiologists
Thoracic and oncologic radiologists who need AI-assisted detection and diagnosis with transparent, explainable results.
Key capabilities:
- Review automated findings with segmentation overlays
- Malignancy scoring with differential diagnosis (hamartoma, lymph node, TB)
- Longitudinal nodule tracking with growth analysis and VDT
Department Leadership & CMOs
Leadership requiring governance visibility, quality metrics, and workflow orchestration across the department.
Key capabilities:
- Concordance registries (algorithm vs. physician decisions)
- Workflow orchestration and algorithm pipeline management
- Audit trails for regulatory compliance
IT & Deployment Teams
Technical teams responsible for deploying and maintaining clinical infrastructure within existing hospital systems.
Key capabilities:
- On-site deployment with Docker (air-gapped capable)
- PACS integration via DICOM (C-FIND, C-MOVE)
- Organization management and role-based access
Research & Clinical Teams
Researchers and clinicians who need advanced measurements, radiomic features, and structured data for clinical studies.
Key capabilities:
- Automated measurements across 117 organ segmentations
- Radiomic feature extraction (107 features per finding)
- Clinical study data management and export
See Nexus in action?
Experience the full platform — validated clinical algorithms, visual workflow editor, integrated viewer, and on-site deployment. We’ll walk you through how it fits your department.
No pressure, just a friendly demo ✦