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Define-AI Directory

Explore an industry-leading array of detailed use cases for leveraging the latest artificial intelligence (AI) tools and resources in medical imaging and radiology.

For AI Developers

Use the directory to inform your work and produce algorithms that are clinically relevant, ethical and effective.

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For Radiologists

Use the directory to ensure your AI tools can be efficiently implemented and have the potential to improve quality and efficiency of care.

A female radiologist with brown hair reviews medical scans on a monitor.

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Advance your own work and share valuable insights with colleagues and collaborators.

The Define-AI Directory empowers you to improve the quality of care across radiology and its subspecialties with cutting-edge machine learning tools that streamline diagnosis, analysis and learning.

Each use case provides narrative descriptions and flow charts which specify the healthcare goal of the algorithm, the required clinical input, how the algorithm should integrate into the clinical workflow and how it will interface with users and tools.

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Define AI Directory at a Glance

More information on the use cases, how to participate and answers to the most frequently asked questions.

About AI Use Cases
Get the details behind the use-case collection. Learn how the ACR Data Science Institute (DSI) uses detailed clinical scenarios to engage institutions across the country.
Learn more
Participate
Join the network of physicians, technicians and leaders making Define-AI an industry landmark.
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Proposal for Use Case in Artificial Intelligence
Submit a proposal suggesting a problem that may be solvable by AI.
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Use Case Videos
The ACR® Data Science Institute® Musculoskeletal (MSK) Panel has created a series of short videos to help software developers understand areas where AI tools can be applied to imaging data.
Watch now

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Access the Define-AI Directory

Organized by subspeciality and category, find the full library of interpretive and non-interpretive case studies below.

Image Interpretive

Find the full directory of image interpretive use cases organized by subspecialty.

Abdominal Imaging Case Studies

Gain visibility into a rich array of case studies focused on chest CTs, colonography and other applications of imaging to abdominal regions.

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Prostate Imaging Case Studies

Learn from top experts on the use of multiparametric MRI as a diagnostic tool for prostate conditions.

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Breast Imaging Case Studies

Stay up to date on the most recent applications of AI for mammograms and related imaging procedures.

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Cardiac Imaging Case Studies

Explore the leading edge of cardiac imaging enhanced by machine learning tools.

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Interventional Radiology Case Studies

See how AI-enhanced imaging can support interventional radiologists.

Identification and Characterization of Vena Cava Filters

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Musculoskeletal Imaging Case Studies

Review the uses of AI in musculoskeletal imaging, including nuanced detection methods that help push the field forward.

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Neurology Case Studies

Learn about recent progress in MRI, CT and other imaging methods for neurological diseases and injuries.

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Oncology Case Studies

See where and when AI-supported detection methods might be suitable for your patients or practice.

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Pediatric Case Studies

Explore applications of AI-powered medical imaging for younger patients.

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Thoracic Imaging Case Studies

Read about ways AI can contribute to the diagnosis of pneumonia, COVID-19, tuberculosis, lung cancer and more.

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Non-Interpretive

Find the full directory of non-interpretive case studies below.

Business Facing

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Patient Facing

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Population Health

Decreasing Variability In Follow-Up Recommendations (Incidental Thyroid Nodules)

Define-AI Directory

For AI Developers

For Radiologists

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Define AI Directory at a Glance

About AI Use Cases

Participate

Proposal for Use Case in Artificial Intelligence

Use Case Videos

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Access the Define-AI Directory

Image Interpretive

Abdominal Imaging Case Studies

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Prostate Imaging Case Studies

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Breast Imaging Case Studies

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Cardiac Imaging Case Studies

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Interventional Radiology Case Studies

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Musculoskeletal Imaging Case Studies

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Neurology Case Studies

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Oncology Case Studies

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Pediatric Case Studies

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Thoracic Imaging Case Studies

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Non-Interpretive

Business Facing

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Patient Facing

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Population Health

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Reading Room Facing

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Technologist Facing

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COVID-19

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For AI Developers

For Radiologists

Define AI Directory at a Glance

About AI Use Cases

Participate

Proposal for Use Case in Artificial Intelligence

Use Case Videos

Image Interpretive

Abdominal Imaging Case Studies

Breast Imaging Case Studies

Cardiac Imaging Case Studies

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Musculoskeletal Imaging Case Studies

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Neurology Case Studies

Pediatric Case Studies

Thoracic Imaging Case Studies

Patient Facing

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