Radiology AI That
Actually Works.
Complete, structured, clinically signable radiology reports from medical images. No hallucinated findings. No fabricated measurements. Reports your radiologists can trust and sign.
How Voxel Vision Works
Most AI in radiology produces probability scores or bounding boxes that radiologists cannot use. Voxel Vision takes a fundamentally different approach: it produces complete, structured reports that follow the same clinical scoring standards your radiologists use, with built-in safeguards against hallucinated findings. Reports you can actually sign.
The Process
Three quality-checked steps, from image to signable report.
Step 1
Image Analysis
Automatically identifies anatomical landmarks, imaging planes, measurement markers, and maps every image to the correct finding across the entire study. Handles real-world image variations and burned-in annotations.
Step 2
Report Generation
Produces structured, per-finding scoring that follows established clinical standards (such as ACR TI-RADS). Every score is cross-referenced against the actual images before being committed to the report.
Step 3
Quality Assurance
When a radiologist corrects a generated report, the system analyzes the correction, identifies the underlying clinical principle, and permanently improves. Accuracy compounds with every study processed at your institution.
Active Applications
Thyroid Ultrasound
Complete TI-RADS classification and structured reporting from thyroid ultrasound images. The system follows ACR TI-RADS standards, evaluates all five scoring categories per nodule, and generates EHR-compatible structured output with ACR-compliant follow-up recommendations.
Deep-dive: Thyroid Ultrasound ReaderCT Perfusion (CTP) Reporting
Structured radiology reports drafted from perfusion maps generated by clinical software such as RapidAI and Viz.ai. The system interprets CBF, CBV, MTT, and Tmax parameters, evaluates core infarct versus penumbra mismatch, and produces a structured stroke perfusion report ready for your EHR.
Expanding to New Modalities
For imaging studies that require analysis across dozens or hundreds of slices, we are developing advanced capabilities that handle true 3D spatial reasoning. Same proven approach, applied to increasingly complex imaging.
Radiologist-Validated Training
Each new modality is trained on expert-verified imaging studies. The AI learns disease-specific visual patterns directly from practicing radiologists.
3D Volumetric Analysis
Advanced processing that preserves spatial relationships across slices, enabling the system to reason about anatomy in three dimensions rather than isolated 2D images.
Disease-by-Disease Expansion
New modalities are added systematically, starting with common findings and progressing to rare pathology. Each expansion is clinically validated before deployment.
Target Modalities
Compute Infrastructure
GPU-accelerated medical image processing, optimized inference for real-time analysis, advanced compute infrastructure
Cloud AI platform for model training, scalable inference APIs, secure cloud storage and processing
GPU processing, secure medical image storage, scalable compute infrastructure
The Compounding Advantage
Every correction makes the system smarter. The longer your practice uses Voxel Vision, the more accurately it reflects your clinical standards. This creates a system that gets better every day.
Institution-Specific
The system adapts to each practice's preferences, terminology, and clinical standards.
No Retraining Required
Corrections update the instruction set, not the model weights - instant incorporation.
Audit Trail Built In
Every correction is logged with the original output, the correction, and the extracted clinical principle.
Deploy Your Way
Two deployment architectures. One system. Your security requirements dictate the choice.
On-Premise
NVIDIA GPU-Accelerated
- Air-gapped - zero PHI leaves your premises
- Purpose-built AI models for radiology
- Full data sovereignty and compliance
- Runs on standard NVIDIA GPU hardware
HIPAA Cloud
Vertex AI + BAA Coverage
- De-identified medical images via secure cloud
- Business Associate Agreement (BAA) covered
- Customer-Managed Encryption Keys (CMEK)
- No GPU hardware investment required
VoxelMD products are in active research and development. Nothing on this website constitutes a cleared or approved medical device, clinical decision support system, or diagnostic tool. No VoxelMD system is intended to replace physician judgment, and all outputs require review and sign-off by a licensed physician before any clinical use. Performance metrics referenced are based on internal testing and have not been independently validated. Silicon Health Solutions LLC (d/b/a VoxelMD) is a California-registered company.
See It In Action
Request early access to explore VoxelVision's capabilities with your imaging data.