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AI in Radiology: Old Problems, New Tech

Oct 31, 2025

Radiology has seen this movie before. Big promises (efficiency, accuracy, burnout relief). Big anxieties (ROI, workflow chaos, pressure to “keep up”). The question isn’t whether AI is powerful. It’s whether we’ve learned how to deploy new tech without repeating the pain of PACS migrations and the EHR era. The Myth of the Perfect Rollout Health Technology Assessment (HTA) sounds great […]

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Why Risk Scores Alone Aren’t Enough – And What Your Breast Center Can Do About It

Jul 10, 2025

High-risk breast cancer clinics are gaining ground across health systems – but for these programs to succeed, they require more than good intentions. They require good inputs. At the heart of every high-risk clinic is a pipeline: identify at-risk women early, intervene appropriately, and manage their care longitudinally. But if the inputs into that pipeline – mammographic positioning, breast density […]

Radiologist Demand and Supply: Securing the Future of Breast Imaging

Jun 27, 2025

Recent projections from peer-reviewed studies indicate that U.S. imaging utilization is expected to grow modestly, by roughly 16.9% to 26.9% by 2055 relative to 2023 levels, primarily driven by population growth and an aging demographic (Christensen et al.a, 2025). Although these figures encompass multiple modalities, similar principles apply to mammography. In fact, as more women enter and remain in the […]

Putting All the Pieces in Place: Why a Unified Approach to Mammography Quality, Density, and Risk Completes the Puzzle – and Boosts Your Bottom Line

Apr 11, 2025

Picture a thousand-piece jigsaw puzzle spread across your kitchen table. Each piece hints at a sliver of the grand image – a patch of sky here, a fragment of ocean there. Now, imagine trying to complete this puzzle without a guiding picture on the box, or worse yet, with warped or missing pieces. That’s what it can feel like in […]

The Evolution Of Breast Density Scales & Automated Algorithms

Mar 18, 2025

Breast density is an established independent risk factor for breast cancer. Women with extremely dense breasts have a 4-6x increased risk of developing breast cancer compared to women with fatty breasts. Research shows that risk models that incorporate breast density predict breast cancer better than those that do not. The FDA recently recognized the important relationship between breast density and […]

Transforming Mammography Quality Management: A Blueprint for Private Radiology Groups

Mar 18, 2025

Authored by: Dr. Roger Yang, University Radiology Group (URG), President & Mo Abdolell, Densitas, CEO Today’s radiology groups face an increasingly complex operational and regulatory landscape, especially when providing mammography services. From the FDA’s Mammography Quality Standards Act (MQSA) and its Enhancing Quality Using the Inspection Program (EQUIP) requirements to American College of Radiology (ACR) accreditation mandates, maintaining compliance is […]

Enhancing Mammography Positioning Performance: Insights from the ACR Mammography Positioning Improvement Collaborative

Mar 18, 2025

Ensuring high-quality mammography positioning is critical to breast cancer detection and patient outcomes. However, variability in positioning techniques among technologists, facilities, and imaging systems often leads to inconsistent image quality, missed cancers, and increased costs from repeat exams. Recognizing this challenge, the American College of Radiology (ACR) launched the Mammography Positioning Improvement Collaborative, an initiative aimed at standardizing mammography positioning […]

Mammography Quality Improvement: MQSA EQUIP is the Launching Pad and AI is the Fuel

Sep 19, 2024

In the pursuit of higher-quality mammography, one thing is clear: compliance alone isn’t enough. The real winners are those who push the envelope and embrace proactive innovation. Enter the FDA’s Enhancing Quality Using the Inspection Program (EQUIP) and cutting-edge AI solutions, driving a new era of excellence in mammography. The question is no longer whether EQUIP is working, but how […]

Densitas’ Operational AI Makes Regulatory Compliance a Breeze

Sep 19, 2024

In the fast-paced world of healthcare, every second counts, especially in breast cancer screening, where timely diagnoses can dramatically enhance patient outcomes. However, many mammography facilities are bogged down by essential yet laborious tasks like developing compliance programs to meet stringent FDA and ACR standards. The FDA’s MQSA Enhancing Quality Using the Inspection Program (EQUIP) demands that facilities conduct regular […]

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