Diagnostic Radiology
AI-powered detection across every modality
100+ findings across head, chest, and abdomen. 4 imaging modalities and purpose-built neural networks validated at AUC 0.95+ on external datasets. From ingestion to structured report in seconds.
Findings Detected
Imaging Modalities
AUC on Validation
Core Capabilities
Automated detection, structured reporting, intelligent triage
100+ Findings
Comprehensive coverage across head, chest, abdomen and MSK.
4 Imaging Modalities
Native support for CT, chest X-ray, MSK X-ray, and hemorrhage detection with modality-specific preprocessing pipelines.
Purpose-Built CNNs & Foundation Models
Specialized neural networks and foundation models trained on curated clinical datasets for detection, classification, and structured reporting across modalities.
AUC 0.95+ Validation
Externally validated on held-out multi-institutional datasets with AUC exceeding 0.95 across primary detection tasks.
Structured Reporting
Auto-generated radiology reports with standardized terminology and templated impression sections.
AI Triage & Prioritization
Critical findings automatically escalated in the worklist. Pneumothorax, hemorrhage, and fracture cases flagged within seconds of ingestion.
Modality Coverage
Purpose-built models for every imaging type
CT Scan
Abdomen-Pelvis, Chest, Head
Full-body CT analysis covering abdomen-pelvis, chest, and head findings with sub-second inference.
Chest X-Ray
Thorax
Detects multiple pathologies including cardiomegaly, pleural effusion, pneumothorax, consolidation, and mass lesions.
MSK X-Ray
Extremities, Spine, Pelvis
Identifies fractures across anatomical regions with sub-millimeter localization on radiographs.
Hemorrhage Detection
Intracranial
Classifies epidural, subdural, subarachnoid, intraparenchymal, and intraventricular hemorrhage on non-contrast head CT.
Integration
Seamless PACS integration
PixelMD connects directly to your existing PACS infrastructure via DICOM and DICOMweb protocols. Studies are automatically ingested, analyzed, and results pushed back to the reporting workstation without disrupting existing workflows.
PACS → AI Pipeline → Structured Report