Transpara Density
Overview
Transpara® Density is an AI-powered software application designed to provide accurate and consistent breast density reporting in mammography. It addresses the challenges breast density poses in mammography by combining two tailored algorithms: a BI-RADS-like breast density assessment and a volumetric breast density (VBD) assessment. These algorithms work in tandem to reduce variability, ensure compliance with reporting standards like the MQSA Final Rule in the USA, and enhance efficiency and consistency in breast density assessment. Transpara Density is intended to aid healthcare professionals in assessing breast tissue composition and is compatible with both 2D Full-Field Digital Mammography (FFDM) and 3D Digital Breast Tomosynthesis (DBT) systems.
The volumetric breast density (VBD) assessment, trained and refined with a ground truth dataset from breast MRI, has been shown in clinical studies to be a strong predictor of breast cancer risk. The results from Transpara Density are available directly within existing radiology workflows, integrating seamlessly with current systems and platforms.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- Automated BI-RADS-like breast density assessment (5th Ed.)
- Volumetric Breast Density (VBD) assessment
- Compatibility with FFDM and DBT mammograms
- Integration into existing radiology workflows and PACS systems
- Reduces variability in density reporting
- Aids in compliance with reporting standards (e.g., MQSA Final Rule)
- Trained with ground truth dataset from breast MRI
- Provides breast volume in cmu00b3
- Supports 2D and 3D mammograms
- Objective density evaluation
Use Cases
- Automated breast density reporting for mammography screening
- Ensuring compliance with breast density reporting regulations
- Enhancing consistency and efficiency in breast tissue composition assessment
- Supporting radiologists in identifying women with dense breasts for potential supplemental screening
- Integrating AI-driven density assessment into existing breast imaging workflows
What Physicians Need to Know
Utilize both BI-RADS-like and volumetric density assessments provided by Transpara Density for comprehensive patient risk stratification and personalized screening recommendations. Leverage the automated, consistent reporting to enhance efficiency and ensure compliance with regulatory requirements like MQSA. Integrate Transpara Density into existing mammography reading workflows to reduce variability and improve the consistency of breast density assessment. Consider the volumetric breast density output as a strong predictor of breast cancer risk, especially when used in conjunction with other clinical risk assessment tools.
Transpara Density is engineered for seamless integration into existing radiology workflows, supporting various PACS systems, AI platforms, and major imaging modalities (FFDM and DBT) from vendors such as Hologic, GE, Siemens, and Fujifilm. It can also be deployed through enterprise AI platforms like Aidoc's aiOSu2122 and Ferrum Health's Model Hub, facilitating a unified AI experience and streamlined management within a healthcare system's IT infrastructure. The system is designed to provide results directly within the user's current workflow, minimizing disruption.
Details
| Category | Oncology AI, Radiology & Imaging AI |
| Pricing |
Contact for pricing
|
| Deployment | Available directly within existing workflows; integrates seamlessly across PACS systems, AI platforms, and imaging solutions; deployed locally on dedicated hardware or virtualized (virtual machine, Docker). |
| Compliance | |
| BAA Available | Unknown AI-estimated |
| HIPAA Compliant | Unknown AI-estimated |
| FDA Status |
1 AI-estimated Transpara Density received FDA 510(k) clearance (K232096) on December 11, 2023. It is a software application that uses deep learning AI algorithms to automatically determine volumetric breast density (VBD), breast volume, and an ACR BI-RADS 5th Edition breast density category to aid healthcare professionals in assessing breast tissue composition. It is not a diagnostic aid. |
| Integrations | |
| EHR | Not specified |
| Specialties | Radiology |
What the Web Says
Transpara Density is an FDA-cleared and CE-marked AI-powered tool that automates breast density assessment for both 2D and 3D mammograms, integrating into existing radiology workflows. It provides both volumetric breast density and BI-RADS-like composition, aiming for consistency in analysis and reporting. The software is part of the broader Transpara Breast AI Suite, which also includes modules for cancer detection and temporal comparison.
Overall: PositiveStrengths
- Automates breast density assessment for 2D and 3D mammograms, providing consistent and clear results.
- Integrates seamlessly into existing radiology workflows and is compatible with major mammography systems.
- Aids in risk assessment and can contribute to risk-adapted screening strategies.
- Backed by clinical studies and has regulatory clearances in multiple countries.
- Can help streamline workflow and potentially reduce radiologist workload when used as part of the Transpara Breast AI suite.
- Provides objective and reproducible volumetric measures useful for reporting and risk calculators.
Limitations
- While AI systems show high performance, they may still perform lower than human double-reading in some aspects of cancer detection.
- The definitive impacts on interval cancer rates and mortality require longitudinal follow-up.
- Performance can vary with device manufacturer, demographics, and prevalence, necessitating local validation and calibration.
- Some studies on the broader Transpara AI suite (which includes Density) indicate a potential for increased recall rates in certain scenarios.
Based on reviews from: ScreenPoint Medical (screenpoint-medical.com), HealthAidb, Innolitics, MDEdge, RSNA Journals (Radiology), PMC (PubMed Central)
Last updated: 2026-07-18
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