• The core question: Will AI replace radiologists?
• How AI is currently used (and mis-used) in radiology.
• Strengths and limitations of AI in diagnostic imaging.
• What aspects of a radiologist’s role are unlikely to be replaced.
• Potential future shifts in the role of radiologists.
• What radiologists (or students) can do to adapt / thrive in an AI-augmented future.

AI is a tool, not a replacement. It has real strengths (pattern recognition, scale, routine case handling), but also serious limitations (rare/nuanced cases, clinical integration, regulatory/ethical oversight). Radiologists who embrace the best of AI and adapt are likely to thrive. The profession won’t disappear, but the nature of the work will evolve. This evolution may take longer than the hype suggests..

Also, see this in written form at The Radiology Review Insider.

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

In this episode of The Radiology Review Podcast, we cover pulmonary embolism (PE), an essential diagnosis to master for the radiology boards and for clinical practice. This high-yield review highlights imaging findings, pitfalls, and pearls across modalities, with a focus on CT pulmonary angiography (CTPA). Check out the free study guide on this episode at theradiologyreview.com.

• Discounts to Boost Your Study Tools
• Explore current savings for radiology learning resources:
• BoardVitals: 10% off with RADREVIEW; $100 off CME with RADREVIEW100.
• Medality/MRI Online: 10% off with code radreview.
• (Offers may vary by date—check the linked page for the latest) The Radiology Review
• View all available offers →
• The Radiology Review Insider (RRI)
• The RRI is free-access, non-peer-reviewed content authored by thought leaders. It includes perspectives on radiology education, personal essays, board-prep advice, and workflow strategies—great for expanding your understanding beyond cases.
• Learn more about the RRJ →
• Radiologist Gear Guide
• Improve your workstation ergonomics and productivity with tools like ergonomic mice, programmable keypads, studio microphones, and foot pedals—selected to streamline your reading-room workflow.
• Explore recommended gear →

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

Bonus Book Review: Why How to Be a More Efficient Radiologist Belongs on Your Shelf

Host: Matt Covington, MD Twitter: @mfcovington @radrevpodcast

Episode Type: Bonus Review

In radiology, efficiency is everything.

In this episode, Dr. Matt Covington dives into How to Be a More Efficient Radiologist: A Guide to Practice, Reporting, and Workflow Optimization by Long H. Tu, MD, PhD, and collaborators. If you’ve ever felt stuck in slow, clunky workflows or wondered how to get home by 5 without compromising quality, this book may be the best $20 (on Amazon at time of episode posting) you’ll spend this year.

Whether you're a radiology resident learning the ropes, a seasoned attending looking for marginal gains, or a program director building a curriculum—this book delivers practical tools to help you thrive, not just survive.

• Why technical skill is only the starting point—and how efficiency is what separates great radiologists
• Real-world upgrades for PACS navigation, dictation habits, and workstation ergonomics
• Hidden tools (AutoHotKey, structured search patterns, macro optimization) that can shave time off each study
• How this book can change your daily life in the reading room

• Covers workflow strategies that actually save time without sacrificing quality
• Helps residents avoid years of trial-and-error learning
• Offers tips that even senior radiologists may not know (or forgot)
• Especially valuable for Visage PACS users, but applicable across platforms
• Not a casebook—it’s a guide to how to work, not just what to read

Purchase the book by clicking here (affiliate link)

Check out The Radiology Review Gear Guide by clicking here.

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

🎧 Pancreatitis Review for the Radiology Boards

Get up to speed on key imaging findings, diagnostic criteria, and complications of pancreatitis—essential knowledge for radiology board exams. Download your free study guide at www.theradiologyreview.com and take the next step toward success. Prepare to succeed!

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

Review of acute renal imaging for radiology board review. Download the free study guide on this and other free educational episodes at theradiologyreview.com. Prepare to succeed!

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

Review of spinal fractures for radiology board review. Check out the free study guides and other helpful content at theradiologyreview.com. Prepare to succeed!

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

Part 2 of my review of aortic imaging for radiology board exams. Download the free study guide and check out other helpful content at theradiologyreview.com. Prepare to succeed!

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.

Part 1 of my review of imaging findings of the aorta for radiology board review. Check out the free study guide at www.theradiologyreview.com. Prepare to succeed!

Mentioned in this episode:

Board Vitals

Radiology residents—get ready for the ABR CORE Exam with BoardVitals! Access over 1,300 high-yield questions, detailed explanations, and adaptive learning. Study anytime with the mobile app, customize by subject, and track progress. Plus, a 100% pass guarantee! Start your free trial at BoardVitals.com and use code RADREVIEW for 10% off Radiology question banks.