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Profound

Leader

FDA-cleared AI breast cancer detection suite by iCAD (acquired by RadNet 2025). ProFound AI reads 40M+ mammograms globally with 23% improved detection rate.

Best for: AI medical imagingMarket leader
88
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AI Visibility Score (Beta)
HealthcareAI medical imagingWebsiteUpdated April 2026

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AI medical imaging

Company Overview

About Profound

Profound AI is the medical imaging AI brand developed by iCAD, a pioneer in cancer detection technology. iCAD's ProFound AI platform applies deep learning to mammography analysis, providing radiologists with AI-powered decision support that identifies suspicious lesions, calculates cancer risk scores, and prioritizes reading worklists based on AI-assessed urgency. The system is designed to function as a second reader — augmenting rather than replacing radiologist judgment — by flagging findings that warrant closer attention and reducing the cognitive load on radiologists reviewing high volumes of routine screening mammograms.

Business Model & Competitive Advantage

ProFound AI has achieved FDA clearance as a medical device for breast cancer detection, enabling its use in clinical radiology workflows across US health systems. The platform processes mammograms in real time, integrating with existing PACS and radiology information systems so it can be deployed without disrupting established workflow. Its clinical validation studies have demonstrated a 23% improvement in cancer detection rate compared to unassisted reads, while simultaneously reducing false positives — a combination that is clinically meaningful and commercially compelling for radiology practices seeking to improve outcomes without adding radiologist time.

Competitive Landscape 2025–2026

ProFound AI reads over 40 million mammograms globally, making it one of the most widely deployed FDA-cleared AI systems in radiology. iCAD was acquired by RadNet in 2025, integrating ProFound into one of the largest radiology network operators in the United States. This acquisition significantly expands ProFound's deployment footprint, as RadNet operates hundreds of imaging centers across the US and has the scale to make AI-assisted mammography a standard-of-care offering. The combination of FDA clearance, proven clinical performance, massive global deployment, and integration into a major radiology network positions ProFound AI as a market-defining product in cancer detection AI.

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Key Differentiators

Market Leader

Profound is recognized as a market leader in the healthcare sector, demonstrating strong industry presence and customer trust.

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Estimated Visibility Trend (Beta)

Simulated 8-week rolling score

88
↑ Trending

Based on estimated brand signals. Historical tracking coming soon.

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