Actionable Findings in Radiology
What are Actionable Findings in Radiology?
Radloop fills a major gap in patient care
According to the ACR white paper on parameters for communication of diagnostic imaging findings:
Critical Findings
“CF suggest a need for immediate or urgent intervention”
Incidental Findings
“Incidental findings are those that the interpreting physician believes are significant and unexpected, may have a reasonable probability of impacting the patients’ health, and may not require immediate attention but, if not acted on, may worsen over time and likely result in an adverse patient outcome.”
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On average 26% of all exams with recommendations are lost to follow up.
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Of those 26%, with Radloop, up to 70% of these lost exams will be performed.
What are Critical Findings & What’s the Difference?
Critical Findings (CF) are a subcategory of Actionable Findings (AF) that suggest a need for more immediate intervention. Critical findings often require physicians to make an urgent phone call or other form of direct, non-routine contact to the ordering provider about a pathology requiring immediate intervention. The types of findings, defined as critical, are determined by an institutional committee of physicians. While important, these findings are best-handled directly clinician-to-clinician, while non-critical actionable findings often don’t have the same level of closed-loop communication and follow-up.
Radloop focuses on actionable, non-critical findings, such as incidental findings. These require diligent follow-up care, but the current systems are not set up to ensure closed-loop communication with patients and providers. The Radloop application targets these important results that are at a higher risk of falling through the cracks.
Failure to Comply
An average of 26% of all exams with actionable recommendations are lost to follow-up. Failure to follow-up may result in poor outcomes for patients. We have a responsibility to ensure patients are aware of their findings and plan for further radiologic or non-radiologic monitoring if indicated. Early detection of disease improves patient outcomes, so we need a system that reliably notifies physicians and patients of their findings.
The Radloop Solution
Radloop Actionable Findings
Radloop fills a major care gap in patient care. Incidental findings are managed differently than critical findings but deserve the same attention and diligence. Although not necessarily significant today, incidental findings may have a big impact on a patient’s health in the future.
Radloop’s algorithm automatically finds important incidental findings in the text of radiology reports and extracts them to ensure proper follow-up. Patients are notified of findings and scheduled for follow-up if necessary. We integrate seamlessly with EMRs and can also be accessed through our own platform. Radloop ensures reliable closure of actionable incidental findings.
AI Automated Report Workflow.
Radloop automates many aspects of the manual process involved in flagging, communicating, and following up on actionable findings. Once a radiology report is generated by the radiologist, it is automatically fed through the Radloop AI engine. The AI analyzes the report for any actionable findings with industry-leading accuracy. These results are then presented on a real-time navigational dashboard to ensure action is taken and follow-up is complete. The custom-built workflows are flexible to accommodate as much automation as desired, allowing sites to interact with patients as they choose via letter, text, or email. As follow-up recommendations are completed, the navigational dashboard is automatically updated. This provides users the ability to focus on the recommendations requiring additional action.
Improve Radiology Report Tracking to Increase Revenue.
Data Tracking for Actionable Findings in Radiology.
Next Steps for Patients.
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Question | Answer |
|---|---|
| What are actionable findings in radiology? | “Actionable findings in radiology” are imaging observations—often incidental—that require timely communication to the referring clinician because they may significantly influence patient care. According to the ACR Actionable Reporting Work Group, these are defined as findings that require special communication with the ordering provider, tailored by urgency and patient context. National Library of Medicine The ACR, in partnership with the ACEP, emphasizes that addressing actionable incidental findings (AIFs) is a system-level responsibility, not something that depends solely on individuals. The best practice framework includes structured report elements, robust communication channels (both to clinicians and patients), and active follow-up systems to ensure findings don't fall through the cracks. American College of Emergency Physicians Moreover, ACR–ACR recommendations underscore four key components for managing actionable findings:
Implementing such structured approaches significantly improves consistency. Well-designed workflows ensure that findings are not only documented but are actively tracked, followed through, and communicated in ways that reflect clinical realities, reduce risk, and reinforce patient and provider trust. |
| What is Actionable Findings, and how does it support follow-up for actionable findings in radiology? | Actionable Findings by Radloop® is an AI-powered radiology workflow follow-up management tool designed to identify, track, and ensure follow-up on actionable findings in radiology. It uses natural language processing to automatically extract radiologist recommendations from reports—especially for incidental findings that require follow-up. Once identified, Actionable Findings:
By automating this workflow, Actionable Findings supports compliance with ACR guidelines, strengthens team accountability, and eases the burden of manual follow-up tracking. |
| What are the financial or clinical benefits of using Actionable Findings? | Actionable Findings delivers measurable benefits across both fee-for-service and value-based care models. It helps capture revenue by ensuring all radiology follow-up recommendations are identified and acted upon—boosting throughput and reducing leakage. Clinically, it minimizes missed follow-ups, enhances patient safety, and strengthens care team accountability. |
| How does Actionable Findings support capitated or value-based care models? | Actionable Findings helps risk-bearing organizations avoid downstream costs by ensuring every actionable finding is tracked to completion. This reduces unnecessary admissions, supports population health management, and improves quality scores. |
| How does Actionable Findings reduce clinical and legal risk? | Actionable Findings reinforces timely follow-up for critical findings, enabling early intervention and reducing medico-legal risk from communication failures. It improves patient safety and outcome reliability. |
| Why are actionable findings important in radiology? | Actionable findings often represent early signs of serious conditions. Without follow-up, they may lead to delayed diagnoses or legal exposure. Actionable Findings ensures consistent follow-up and documentation. |
| How does Actionable Findings improve quality metrics and reporting? | By automating recommendation tracking and loop closure, Actionable Findings supports compliance, enhances documentation quality, and contributes to MIPS performance and accreditation. |
| How are recommendations captured from radiologist reports? | Radloop® uses NLP to automatically extract actionable findings in radiology from dictated reports, enabling seamless integration into the radiology workflow without additional steps. |
| How does Actionable Findings help reduce redundant imaging and support patient safety? | Actionable Findings can automatically identify when a follow-up recommendation has already been fulfilled—such as through a recent ED or outpatient imaging study. By recognizing completed exams, it helps prevent redundant imaging, reduce unnecessary radiation exposure, and avoid duplicative testing. This protects patient safety and supports value-based care goals by minimizing avoidable costs and improving care coordination. |
| How does Actionable Findings ensure loop closure? | Loop closure is confirmed only after all recommendations are addressed. Clinicians and navigators can track, escalate, and resolve follow-ups collaboratively using the shared dashboard. |
| Can recommendations be customized or categorized? | Yes. Radloop® auto-categorizes radiology follow-up recommendations and flags critical findings requiring direct provider communication per ACR guidelines. |
| Can ordering clinicians place follow-up orders directly through the platform? | Yes. Orders can be placed instantly via the Radloop® mobile app or integrated EMR connection, speeding up patient care. |
| How are clinicians notified about recommendations? | Radloop® sends automatic notifications to ordering clinicians and relevant team members when a follow-up recommendation is detected, ensuring coordinated response. |
| Can clinicians collaborate within Actionable Findings? | Yes. Clinicians and care teams can collaborate inside Actionable Findings to manage follow-ups efficiently and ensure loop closure. |
| Can Actionable Findings help manage incidental findings workflows? | Absolutely. Actionable Findings supports structured incidental findings management through categorization, prioritization, and task assignment. |
| Is Actionable Findings HIPAA-compliant and secure? | Yes. Radloop® is HIPAA-compliant and hosted on secure, SOC2-certified AWS infrastructure. Compliance has been verified by third-party audit. |
| How does Actionable Findings support compliance with critical findings communication guidelines? | Actionable Findings follows ACR and Joint Commission guidelines, ensuring critical findings are escalated appropriately and communication is logged. |
| Can Actionable Findings support radiology MIPS reporting? | While not a full MIPS solution, Actionable Findings supports radiology MIPS reporting indirectly by improving documentation, compliance, and safety metrics. |
| Can Actionable Findings integrate with our existing EMR system? | Yes. Radloop® integrates with EMRs to enhance visibility and workflow without disrupting existing systems. |
| What platforms and browsers are supported? | Actionable Findings works on iOS, Android, Chrome, Firefox, Edge, and Internet Explorer for flexible, multi-device access. |
| Does Actionable Findings require installation or local servers? | No. Actionable Findings is a fully cloud-based solution with no on-premises setup required. |
| How long does it take to implement Actionable Findings? | Setup can take as little as one week, with full implementation ranging up to three months. The process is light on IT resources. |
| What kind of IT support is needed to use Actionable Findings? | Minimal. Most teams only need administrative access coordination. Radloop® handles onboarding and ongoing support. |
| Who is responsible for managing recommendation follow-up in Actionable Findings? | Clinicians, navigators, and schedulers each have defined roles in managing follow-ups using a centralized dashboard. |
| What navigator functionality does Actionable Findings offer? | Navigators can prioritize queues, send communications, track loop status, and drive closure through automated workflows. |
| Can Actionable Findings be used to send customized follow-up letters? | Yes. Navigators can send personalized follow-up letters to patients or providers, improving communication and documentation. |
| What is the cost structure for using Actionable Findings? | Fixed Fee: Monthly fee based on volume. No Long-Term Contracts: Flexible commitment. No Overage Fees: No hidden costs. |
| Is there a cost for ordering clinicians to use Actionable Findings? | No. There is no cost for ordering clinicians, helping drive adoption and clinician engagement. |
| Is Actionable Findings only for radiology departments? | No. While optimized for radiology, Actionable Findings can support any specialty or care team managing clinical follow-up workflows. |
Who does Radloop AF benefit?
Radloop benefits many important stakeholders, including radiology practices, hospital systems, outpatient clinicians, emergency rooms, health insurance companies, and most importantly patients. In addition to improving patient care, Radloop also can help to reduce malpractice risk, avoid reputational damage, bolster physician-patient relations, reduce physician burnout, and increase radiology revenue. Our platform aims to improve the whole radiology care ecosystem for physicians, patients, and other stakeholders.
Subspecialty Clinics
Hospital Systems
Radiology Practices
ER Departments
Automate MIPs Extraction
Why work with Radloop?
Radloop is an industry-leading platform that represents the future of modern healthcare. We are on a mission to solve a major gap in healthcare today. We leverage the power of AI and natural language processing to improve patient care and lower the burden on our healthcare professionals. We have years of experience working with radiology practices, billing companies, insurance companies, and hospitals to implement robust interoperable communication. We integrate seamlessly with EMRs and have a dedicated, responsive team to help make Radloop the best solution for your situation. At Radloop, we are at the forefront of using healthcare data to improve patient outcomes.
