Resources

Knowledge hub.

Explore our latest research, media coverage, and insights - bringing together the knowledge, ideas, and updates that shape our work.

Research

Latest research.

Diagnostic accuracy of an automated classifier for the detection of pleural effusions in patients undergoing lung ultrasound

Rushil Chaudhary, Jordan Ho, Delaney Smith, Saad Hossain, Jaswin Hargun, Blake VanBerlo, Niall Murphy, Ross Prager, Kiran Rikhraj, Jared Tschirhart, Robert Arntfield

This study aims to develop and validate a deep learning model for detecting pleural effusions in lung ultrasound images, with adaptable performance characteristics tailored to specific clinical scenarios.

The American Journal of Emergency Medicine

https://doi.org/10.1016/j.ajem.2025.01.041

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Automated real-time detection of lung sliding using artificial intelligence: a prospective diagnostic accuracy study

Hans Clausdorff Fiedler, Ross Prager, Delaney Smith, Derek Wu, Chintan Dave, Jared Tschirhart, Benjamin Wu, Blake Van Berlo, Richard Malthaner, Robert Arntfield

In patients with suspected pneumothorax, what is the real-time diagnostic accuracy of AI-LUS to recognize the absence of lung sliding?

10.1016/j.chest.2024.02.011

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Intra-video positive pairs in self-supervised learning for ultrasound

Blake VanBerlo, Alexander Wong, Jesse Hosey, Robert Arntfield

In this study, we investigated the effect of utilizing proximal, distinct images from the same B-mode ultrasound video as pairs for SSL.

10.48550/ARXIV.2403.07715

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Press

Latest media & press.

Deep Breathe Secures FDA Clearance for Groundbreaking AI Lung Ultrasound Diagnostic

London medical startup attracts international attention with AI ultrasound tech

London doctor's firm wins $100K U.S. Army prize, with eyes on outer space next

Blog

Latest insights.

Lung Ultrasound in Military CBRN Settings: An Operational Framework for Frontline Pulmonary Triage

Chemical and biological inhalational exposures create a distinct pulmonary triage problem in military and mass casualty settings. Point-of-care ultrasound is a well positioned tool to address this.

Lung Ultrasound in Biological Inhalational Exposure: Recognizing Patterns, Guiding Decisions

Biological inhalational threats produce distinct and clinically meaningful pulmonary findings; and lung ultrasound is well positioned to detect them.

Optic Nerve Sheath Diameter Ultrasound: A Frontline Tool for Military Neurodiagnostics

ONSD assessed with ultrasound is a promising portable, accurate, and radiation free diagnostic ideally suited for forward and austere military settings.