Deep Learning-Based Mortality Prediction in Community-Acquired Pneumonia
AJR Podcasts8 Elo 2023

Deep Learning-Based Mortality Prediction in Community-Acquired Pneumonia

Full article: https://www.ajronline.org/doi/10.2214/AJR.23.29414

Shambo Guha Roy, MD discusses an article in which the authors developed a deep learning model to predict 30-day mortality of community acquired pneumonia from chest radiographs.

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Jaksot(423)

Validating AI-Reconstructed Knee MRI Against Arthroscopy

Validating AI-Reconstructed Knee MRI Against Arthroscopy

How fast can a knee MRI examination be performed? Zahra F. Rahmatullah, MBBS, discussed the article by Leonhardt et al. exploring a deep-learning pipeline for achieving 7-minute knee MRI. Full article...

24 Elo 6min

Escaping the Noise in Coronary CTA

Escaping the Noise in Coronary CTA

In-stent restenosis presents a challenge on coronary CTA. Bryce Saba, MD, discusses the multicenter study by Xu et al. exploring a super-resolution deep-learning reconstruction method for stent evalua...

24 Elo 8min

Is There a Radiologist in the Stadium? The High-Stakes World of Pro-Sports Imaging

Is There a Radiologist in the Stadium? The High-Stakes World of Pro-Sports Imaging

Could you handle the high-stakes pressure of working with professional athletes? Chris Beaulieu, MD, PhD, speaks with c-hosts Lindsey Negrete, MD and Amy Maduram, MD about the medical, legal, and comm...

19 Elo 43min

Radiology Economics Forecast: Is It Doom and Gloom?

Radiology Economics Forecast: Is It Doom and Gloom?

Curious about the future of radiology economics? Richard E. Heller III, MD, MBA speaks with co-hosts Sherry S. Wang, MBBS, and Surbhi Raichandani, MD, to discuss radiology economics, from the basics t...

12 Elo 59min

Medicare Advantage and Imaging Costs: What Radiologists Should Know

Medicare Advantage and Imaging Costs: What Radiologists Should Know

Patient out-of-pocket costs can have implications for care access. Jabre Millon, MD, discusses the AJR article by Billig et al. comparing patient cost-sharing for advanced diagnostic imaging in Medica...

10 Elo 6min

Screening for Fibrosis in MASLD

Screening for Fibrosis in MASLD

What is the current role of imaging in screening for fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD)? Gastrointestinal Imaging Senior Editor Federica Vernuccio, MD, PhD, s...

6 Elo 25min

To Fellow or Not to Fellow?

To Fellow or Not to Fellow?

Completing a fellowship was once not a question in radiology, but today's market has changed the hiring landscape. Bruce Distell, MD, a radiology department chair, speaks with cohosts Elizabeth Hecht,...

5 Elo 50min

Feeding Artery Sign on Prostate MRI: Tipping the Scales Towards Biopsy

Feeding Artery Sign on Prostate MRI: Tipping the Scales Towards Biopsy

Have you observed an asymmetric feeding artery on prostate MRI? Alan Gao, MD, discusses the study by Zeynep et al. exploring the finding's potential role in detecting clinically significant cancer. Fu...

27 Heinä 5min

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