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Alex Kane

What Makes Aidoc’s Intelligent Orchestration Unique?

Clinical AI often struggles with fragmented workflows and data inconsistencies. This is where intelligent orchestration emerges as a transformative solution, overcoming these challenges by integrating AI into clinical workflows, dynamically identifying relevant scans and applying the right algorithms in real time. 

At the center of this evolution is Aidoc’s aiOS™, a platform that efficiently combines advanced orchestration capabilities with intuitive, user-focused functionality. We’ll explore how this distinguishes it from conventional AI solutions or other platforms.

The Real Impact: Intelligent AI Orchestration in Action

The transformative power of Aidoc’s intelligent orchestration isn’t just theoretical – it’s changing lives. Medical imaging teams around the world are using the technology to make faster, more accurate decisions that enable better patient outcomes. Here’s what clinicians are saying:

  • Alexander Misono, MD, Chief of Interventional Radiology at Hoag Hospital Irvine: “I wonder, if not for this solution showing me, potentially saving me between 30 minutes or even an hour of time…would that patient have succumbed to their pulmonary embolism? I guarantee that if we ran this scenario 10 times, some of those patients wouldn’t have made it. But thanks to the software, thanks to the integrations, thanks to getting these [alerts] on my phone…that patient is alive. Think about your family member coming to the ER. Do you want them at a hospital with Aidoc, where significant PEs are flagged immediately? Or at one without? The answer is clear.”
  • Dana Tomalty, MD, Interventional Radiologist at Radiology of Huntsville:“It’s decreased the latency time from when the patient hits the CT scan to when they’re on our angio suite by a huge amount. I’m on call every single day for stroke when I’m in town, and Aidoc helps me every day, getting our patients to the table quicker.”
  • Ryan Bell, Medical Imaging Procedure Manager at Lexington Medical Center: “I randomly reviewed three ischemic strokes with interventions, and from the time the images were sent – the CTAs of the brain – to when I got a notification on my phone was less than 60 seconds.”

How Aidoc Makes It Possible

These stories showcase how Aidoc’s intelligent orchestration transforms clinical workflows. Unlike traditional systems that struggle to overcome fragmented workflows and incomplete data, Aidoc integrates seamlessly into clinical operations, empowering medical imaging teams to work more efficiently and make faster, more accurate decisions. This is accomplished through three key functionalities.

1. Dynamic Data Identification

Aidoc’s intelligent orchestration functions as an intermediary, where one AI model directs another to perform specific tasks. It uses both text-based and image-based AI offering an always on, dual-validation process that ensures the right algorithms are applied to the right data every time:

  • Text-Based AI Validation: Uses DICOM metadata, like study descriptions and protocols, to determine algorithm relevance.
  • Image-Based AI Validation: Unique to Aidoc, image-based pixel-level analysis detects anatomy, imaging types, and optimal data, filling gaps where DICOM metadata falls short.

By combining these approaches, Aidoc’s intelligent orchestration ensures higher accuracy and helps eliminate gaps caused by incomplete or mismatched DICOM metadata.

2. Automated Screening for Unexpected Findings

A standout feature of Aidoc’s intelligent orchestration is its ability to understand partial information. For example, scans not specifically ordered for brain aneurysms can still be analyzed for abnormalities if the brain is visible. This enables:

  • Improved Awareness: Incidental or suspected findings are flagged, helping reduce the risk of overlooked or missed diagnoses.
  • Efficient Workflow: Automated screening ensures radiologists receive more comprehensive insights without disrupting workflow.

Unlike traditional approaches that focus solely on the specific pathology or protocol of a scan, Aidoc’s ability to extend analysis, even when no indications of abnormality are suspected, represents a paradigm shift in diagnostic imaging.

Optimized Workflow Efficiency and Yield

Aidoc’s intelligent orchestration excels at determining the optimal data needed to “feed” each AI algorithm, enhancing both yield and performance:

  • Maximizing Yield: By analyzing as many relevant scans as possible, more patients benefit from AI, and health systems gain better value
  • Boosting Algorithmic Performance: Ensuring each algorithm receives data aligned with its training improves sensitivity and overall results

This precision is critical to maintaining high-performance AI workflows across all connected facilities.

A New Era in AI-Driven Healthcare

Aidoc’s intelligent orchestration represents the next evolution of AI in healthcare, offering dynamic, real-time capabilities to enhance disease awareness, optimize workflows and improve patient outcomes. As healthcare systems grow more complex, the future-proof capabilities offered by the aiOS™ will be critical in advancing AI-enabled care. 

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Alex Kane