HealthMammo
Overview
HealthMammo is an artificial intelligence software solution developed by Zebra Medical Vision (now Nanox AI) to assist breast radiologists in analyzing screening mammograms. The tool is designed to automatically process 2D Full-Field Digital Mammography (FFDM) scans to identify and flag cases with highly suspicious findings, such as potential breast lesions.
The primary care settings and specialties for this tool include:
- Specialties: Breast imaging specialists, general radiologists, and MQSA-interpreting physicians.
- Care Settings: Outpatient imaging centers, breast screening clinics, and hospital radiology departments.
In terms of clinical workflow integration, HealthMammo operates as a passive-notification system in parallel with standard clinical procedures. Once a 2D mammogram is acquired, a copy of the study is automatically routed to the cloud-based imaging analytics platform for processing. The software classifies each case and returns the result directly to the radiologist’s existing PACS or workstation. This is accomplished either by flagging the case within the worklist interface or by sending a notification through a dedicated application, allowing clinicians to prioritize and read highly suspicious scans earlier in their workflow.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- AI-based analysis of 2D FFDM screening mammograms
- Prioritization of suspicious mammograms for earlier review
- Integration with PACS/Workstation for seamless workflow
- Automated notification system for suspected findings
- Supports single reader paradigms for triage and workflow improvement
- Identifies cases suggestive of at least one suspicious finding at the exam-level
- Leverages deep learning algorithms
- Designed to reduce time to alert physicians to suspicious findings
- Provides an exam-level output for flagging suspicious cases
Use Cases
- Triage and workflow improvement for radiologists
- Early detection support for breast cancer
- Managing backlogs of screening mammograms
- Assisting MQSA-qualified interpreting physicians in workload prioritization
- Reducing diagnostic interpretation time per case
- Improving early disease detection rates
Details
| Category | Oncology AI, Radiology & Imaging AI |
| Pricing | Contact vendor for pricing — Part of the AI1 'All-In-One' bundle; historically mentioned at $1 per scan for AI analysis. |
| Deployment | Cloud / On-premise / Hybrid (integrates with existing PACS and EHR systems) |
| Compliance | |
| BAA Available | Unknown AI-estimated |
| HIPAA Compliant | Unknown AI-estimated |
| FDA Status |
1 AI-estimated HealthMammo received FDA 510(k) clearance (K200905) on July 16, 2020. It is a passive notification for prioritization-only, parallel-workflow software tool used by MQSA-qualified interpreting physicians to prioritize patients with suspicious findings in 2D FFDM screening mammograms. |
| Integrations | |
| EHR | Not specified |
| Specialties | General Surgery, Oncology, Radiology |
What the Web Says
HealthMammo by Zebra Medical Vision is an AI-powered tool designed to assist radiologists in prioritizing and identifying suspicious findings in 2D screening mammograms. It aims to improve workflow efficiency and support early detection of breast cancer, especially in situations with backlogs, such as those experienced during the COVID-19 pandemic. The software has received FDA clearance and a CE mark. [2, 3, 4]
Overall: PositiveStrengths
- Helps radiologists prioritize suspicious mammograms, potentially leading to earlier detection. [2, 3, 5]
- Can process radiologic images and associated data quickly, potentially identifying details a human might miss. [1]
- Aims to reduce the time it takes to alert physicians to suspicious findings. [2]
- Can be used in single-reader paradigms for triage and workflow improvement, or in double-reading paradigms to reduce workload. [4]
- Developed on a large dataset of mammograms with confirmed cancer diagnoses, showing a 92% detection rate compared to 87% for radiologists in initial tests. [1]
- Integrates with existing PACS/Workstation systems for flagging suspicious cases. [2]
Limitations
- The AI service may not be covered by insurance, leading to out-of-pocket costs for patients. [15]
- Some Reddit users express skepticism about the necessity of paying for an AI review if a doctor is already reviewing the mammogram. [15]
- The AI cloud service might interrupt a radiologist's workflow if not integrated seamlessly. [1]
- The ultimate interpretation and diagnosis remain with the radiologists, not the AI. [1, 2]
- Potential risk of litigation in case of inaccurate diagnoses, although the ultimate interpretation by radiologists may mitigate this. [1]
Based on reviews from: Zebra Medical Vision: transforming patient care through AI, Zebra Medical Vision Ltd. - accessdata.fda.gov, FDA clears Zebra's mammography AI - AuntMinnie, FDA Clears Zebra Medical Vision AI Tool for Mammography - Axis Imaging News, FDA clears Zebra Medical's breast cancer AI for spotting suspicious mammography lesions, AI assisted mammogram : r/breastcancer - Reddit, AI for Mammogram? : r/AskWomenOver30 - Reddit
Last updated: 2026-07-20
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