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The Unified Cardiac Workflow: Bridging the Gap Between Anatomy, Function, and Inflammation

March 12, 2026

The Clinical Challenge & the cvi42 Solution


Executive Summary


Cardiovascular disease remains the leading cause of global mortality, yet diagnostic workflows remain fragmented. Traditionally, clinicians have been forced to navigate disconnected systems to assess a patient’s heart: one for anatomy (CCTA), another for function (CMR/Strain), and a third for vascular inflammation (PCAT/Plaque). This "siloed" approach creates diagnostic friction, increases costs, and delays life-saving interventions.

An infographic titled Triple Threat displaying three shields: an anatomical heart, a clock on a heart, and a heart in flames.

cvi42 by Circle Cardiovascular Imaging disrupts this paradigm. It is the industry’s first unified platform capable of reading Cardiac MRI and Cardiac CT, including AI-enabled Plaque and research-use PCAT analysis, within a single application. By combining Anatomy + Function + Inflammation, cvi42 provides a holistic view of patient health in one seamless workflow.

The Physician Perspective: Precision and Autonomy


For the radiologist and cardiologist, the transition to a unified platform offers three primary advantages:


  1. Elimination of Diagnostic "Blind Spots": Traditional CCTA identifies stenosis (anatomy) but often fails to identify the vulnerability of a lesion. By integrating Plaque Analysis and PCAT (Pericoronary Adipose Tissue), physicians can identify active inflammation—the "hidden" driver of rupture—without leaving the workspace.

  2. Workflow Continuity and Reduced Burnout: Jumping between disconnected systems leads to "swivel-chair" medicine. cvi42 integrates directly into existing PACS and reporting systems (like PowerScribe One) without expensive HL7 interface, allowing for high-throughput analysis that reduces the time from "scan to report".

  3. Financial Sustainability and Reimbursement: With the 2026 transition to a Category I CPT code (75577) for AI-enabled quantitative plaque analysis, hospitals can now retain 70% of the technical and professional reimbursement fee. cvi42 enables the facility to perform these advanced analytics in-house, rather than outsourcing to costly third-party core labs who retain most of the reimbursement.


The Patient Impact & Strategic Outlook


The Patient Perspective: Safety and Certainty


From the patient's point of view, the diagnostic journey is often fraught with anxiety and repetitive testing. A unified workflow changes the experience fundamentally:


  • The "One and Done" Experience: By assessing anatomy, function, and inflammation in a single sitting, patients avoid the "diagnostic odyssey" of stressful weeks spent waiting for multiple follow-up tests.
  • Early Detection of the "Hidden" Risk: Many patients who appear "low risk" on standard CT scans harbor high levels of vascular inflammation. cvi42’s research capabilities—such as the analysis of pericoronary adipose tissue (PCAT) allows researchers to better understand these risks. This work is essential in the shift from reactive surgery to proactive prevention.
  • Personalized Clinical Clarity: A patient is more likely to adhere to a treatment plan (statins, lifestyle changes) when they can see a unified, color-coded map of their own heart's health. cvi42 provides the visual evidence needed to drive patient compliance and trust.



Strategic Value for the Healthcare System


In a value-based care environment, the "All-in-One" approach of cvi42 serves the Quadruple Aim:

1. Lower Costs: Reducing redundant imaging and unnecessary invasive catheterizations.

2. Better Outcomes: Comprehensive results to inform diagnoses.

3. Improved Patient Experience: Faster answers and less travel between specialists.

4. Provider Satisfaction: A modern, intuitive toolset that works at the speed of the clinician.

A quadrant infographic showing

cvi42 empowers the clinical team to see the whole picture of Anatomy, Function, and Inflammation all in one place. This isn't just a software upgrade; it is a new standard of care for the modern heart center.


Strategic Financial Analysis: The Imaging Department & CFO Perspective


For an imaging department, by consolidating Anatomy, Function, and Inflammation into a single on-premise application, the institution secures immediate financial advantages through new reimbursement streams and significant operational efficiencies.


Revenue Capture: The 70% Retention Model



The primary financial catalyst is the 2026 activation of Category I CPT codes for AI-enabled quantitative plaque analysis. While traditional outsourcing models often result in the loss of technical fees to third-party labs, the cvi42 on-premise solution allows the hospital to maintain a commanding share of the revenue.


A table showing CPT code 75577 for AI-enabled coronary plaque analysis with a $1,015 reimbursement and $710 net retention.

By keeping these advanced analytics in-house, the facility avoids the high costs of third-party processing, ensuring that approximately 70% of the total reimbursement remains within the hospital's bottom line.


Performance Improvements & Capacity Expansion


The unified workflow directly addresses "swivel-chair" medicine, where clinicians lose productive time navigating disconnected systems.

Infographic showing ROI of cvi42 cardiac software: revenue retention, efficiency gains, capacity expansion, and Quadruple Aim.

• Reduction in Analysis Time: Integrated reporting and automated AI tools reduce the time from "scan to report".

• Expansion of Patient Capacity: The facility can treat more patients without increasing headcount.

• Reduced Diagnostic Friction: Reduces the administrative burden of scheduling multiple follow-up tests, further lowering the cost per patient.

• Enhanced Provider Retention: Providing a modern, intuitive toolset that works at the "speed of the clinician" mitigates burnout, a major indirect cost for healthcare systems.

Summary of Strategic Financial Value



A table titled

The future of cardiac care isn't just about faster software; it’s about providing a clearer picture of patient risk when it matters most. By bridging the gap between anatomy, function, and inflammation, cvi42 empowers clinicians to move beyond simple detection toward true prevention. As we transition into this new era of AI-enabled diagnostics and standardized reimbursement, the unified workflow stands as the new gold standard for heart health—transforming complex data into life-saving clinical confidence.

November 10, 2026
Part 6 of 6 in Circle CVI's Structural Heart series. Every Scan. One Plan. One Platform. Three point solutions look cheaper than one platform when you compare the quotes. They stop looking cheaper roughly eighteen months later, and by then the comparison that would have shown it is no longer available.  This is the case for looking at the whole cost before the first quote gets signed, written for the person who will be asked to defend the number.
Person points at a workflow diagram on a large screen in a green server room.
November 3, 2026
Part 5 of 6 in Circle CVI's Structural Heart series. Every Scan. One Plan. One Platform. By the time imaging IT hears about a structural heart program, the clinical case is usually settled. A cardiologist has championed it, the imaging director has agreed to absorb the reading, and a date has been floated. The question arriving at IT is not whether. It is what this connects to, who can see the data, where the data lives, and how much of the existing stack has to change to accommodate it.  Those are answerable, and the answers are more bounded than the request usually sounds.
Team collaborating in a green control room with monitors, charts, and people discussing documents.
October 12, 2026
Part 4 of 6 in Circle CVI's Structural Heart series. Every Scan. One Plan. One Platform. Structural heart programs get measured on procedure volume. Case counts, room utilization, length of stay, the board slide with the line going up.  None of that is where the queue forms. Every structural referral begins with a CT and a heart-team decision, and both of those happen in imaging. When referral volume rises, the cath lab feels it second.
Person at a desk measuring cardiac anatomy on a large monitor in a green workspace
October 10, 2026
Part 3 of 6 in Circle CVI's Structural Heart series. Every Scan. One Plan. One Platform. Ask who plans a structural heart case and you will usually hear the name of a physician. Ask what the plan is made of and you arrive somewhere else: a centralized 3D lab, a queue of studies covering three different procedures, and an analyst doing the measurement work that everyone downstream treats as fact.  That work is the most standardized thing in the structural program and the least discussed.

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