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AI-SUPPORT FOR INCIDENTAL NODULE DETECTION

A background safety layer for routine chest CT

Rayscape Lung CT helps identify incidental pulmonary nodules on routine chest CT, including exams performed for reasons unrelated to suspected lung disease. It reviews studies in the background and provides structured characterization to support triage, follow-up, and more consistent case review.

Adding a consistent secondary layer of analysis reduces the risk that subtle yet important findings are overlooked and strengthens diagnostic safety within routine imaging workflows.

The Clinical Reality

In daily practice, multiple chest CT scans are performed for reasons unrelated to lung disease. These exams frequently contain incidental pulmonary findings that may carry clinical significance.

Rayscape acts as a safety assistant, analyzing every study to help ensure potentially important lung nodules do not go unnoticed.

CheckmarkTrauma CT
CheckmarkCardiac CT
CheckmarkLung Bases in Abdominal CT
CheckmarkPre-operative imaging
CheckmarkAnd more...
Human CT illustration

Incidental nodule review support

Identifies pulmonary nodules with a size between 3-30 mm on contrast/ non-contrast/ low dose/ standard dose chest CT and highlights suspicious findings for radiologist review.

How RAYSCAPE’s AI FITS in routine chest CT WORKFLOW

ROUTINE CHEST CT/ OR INCLUDING CHEST WINDOWSROUTINE CHEST CT/ OR INCLUDING CHEST WINDOWS

ROUTINE CHEST CT/ OR INCLUDING CHEST WINDOWS

AI RUNS IN THE BACKGROUNDAI RUNS IN THE BACKGROUND

AI RUNS IN THE BACKGROUND

RELEVANT CHANGES FLAGGEDRELEVANT CHANGES FLAGGED

RELEVANT CHANGES FLAGGED

RADIOLOGIST REVIEWS AND CONFIRMS FINDINGSRADIOLOGIST REVIEWS AND CONFIRMS FINDINGS

RADIOLOGIST REVIEWS AND CONFIRMS FINDINGS

MITIGATING CLINICAL AND LEGAL RISKS

Incidental findings represent an important source of both clinical opportunity and medico-legal exposure. Rayscape continuously evaluates chest structures in routine CT examinations, functioning as an additional layer of assistance.

Who Benefits

Radiologists

  • Additional verification during high-volume reading
  • Reduced cognitive load when managing multi purpose exams

Hospitals & Imaging Centers

  • More consistent evaluation of incidental findings
  • Support for quality and safety initiatives

Patients

  • Increased likelihood that important findings are recognized
  • More complete use of existing imaging data

HOW AI FITS IN YOUR RADIOLOGY WORKFLOW

Built for clinical reality

Rayscape integrates directly with your imaging ecosystem, allowing AI analysis to happen automatically in the background while radiologists work in familiar systems.

  • Fully aligned with standard imaging workflows
  • No parallel or separate reading environment required
  • Scales from single-site practices to multi-site, high-volume centers
NORMAL DOSE CT SCAN
LOW DOSE CT SCAN
± CONTRAST CT SCAN
HOSPITAL PACS/RIS
LOCAL/CLOUD/HYBRIDDEPLOYMENT
Workflow placeholder
AI detection placeholderAI DETECTION
Nodule information placeholderNODULE INFORMATION
Growth reporting placeholderWORKLIST PRIORITIZATION
Radiologist placeholderRADIOLOGIST
NORMAL DOSE CT SCAN
or
LOW DOSE CT SCAN
or
± CONTRAST CT SCAN
HOSPITAL PACS/RIS
LOCAL/CLOUD/HYBRIDDEPLOYMENT
Workflow placeholder
AI detection placeholderAI DETECTION
Nodule information placeholderNODULE INFORMATION
Growth reporting placeholderWORKLIST PRIORITIZATION
Radiologist placeholderRADIOLOGIST
Lung CT clinical evidence preview

Clinically meaningful impact in lung nodules detection

94% detection rate

FROC-based accuracy for lung nodules

+7.8% Sensitivity

Mean improvement in radiologists' nodule detection

No missed nodules

AI-supported review reduces the risk of overlooked lesions

27.5% Faster reporting

Reduced turnaround time through optimized workflow and prioritization

Lung CT clinical evidence preview

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CLINICAL EVIDENCE

PROVEN VALUE FOR ROUTINE CHEST CT

Incidental findings workflow value illustration

Rayscape acts as a second-read support layer for routine chest CT, helping radiologists surface incidental pulmonary nodules within existing workflows. It is DICOM-compatible, fits standard hospital IT environments, and adds minimal operational burden.

Supported by clinical research and real-world deployments

\\ MORE PAPERS

Clinical paper preview placeholder

WHAT RADIOLOGY TEAMS NEED IN ONE PRODUCT

Product features overview
FeatureRayscape
Incidental Findings
Routine chest CT support
Early Detection
Automated Nodule Analysis
Fleischner follow up criteria
Automated Structured Reporting
Smart workflow integration
Validated Across Diverse Populations
Support for Radiologists
Trusted by public and private clinics from 18+ countries
SEE IT IN ACTION
Proven Value
"

The decisive factor in choosing Rayscape was how results are presented—I can see and understand the findings immediately, without having to figure out how the system wants me to read them. Processing takes about three minutes end-to-end, so results are usually in PACS by the time we start reading. Detection is consistently good—it basically doesn’t miss meaningful findings—and the on-premise setup avoids cloud complexity, delays, and data-transfer risks. For us, it’s a reliable, time-saving solution that fits perfectly into our workflow.

"

See how Rayscape fits into
your screening workflow

Learn how Rayscape helps surface incidental pulmonary nodules in everyday imaging practice.