Artificial Intelligence

Artificial intelligence (AI) is becoming a crucial component of healthcare to help augment physicians and make them more efficient. In medical imaging, it is helping radiologists more efficiently manage PACS worklists, enable structured reporting, auto detect injuries and diseases, and to pull in relevant prior exams and patient data. In cardiology, AI is helping automate tasks and measurements on imaging and in reporting systems, guides novice echo users to improve imaging and accuracy, and can risk stratify patients. AI includes deep learning algorithms, machine learning, computer-aided detection (CAD) systems, and convolutional neural networks. 

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New AI-based software uses ultrasound images to guide clinical decisions during childbirth

Experts believe the tool has “excellent” potential to help guide decisions during labor and delivery in the future.

Predicting sudden cardiac death after a heart attack may be impossible—for now

Researchers tried to crack the code, but they fell short time and time again. AI may offer potential as one way to finally find an answer, they added. 

artificial intelligence technology

Industry Watcher’s Digest

The VA is throwing in with the FDA to launch a cross-agency AI testing facility. 

AI regulation

A modest proposal to rally AI regulators around a simple game plan

As debate simmers over how best to regulate AI, experts continue to offer guidance on where to start, how to proceed and what to emphasize. A new resource models its recommendations on what its authors call the “SETO Loop.”

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Deep learning reconstruction cuts prostate MRI acquisition time

And the shorter scan time does not come at the expense of image quality.

AI model spots missed breast cancers on MRI

AI model spots up to 30% of breast cancers missed on MRI

Re-evaluation by the second look algorithm could result in a cancer diagnosis up to one year earlier, especially for high risk disease.

breast cancer screening mammography

Radiology AI vendor Volpara Health inks $7M Department of Defense contract

The feds will deploy solutions for advanced mammography reporting, cancer risk assessment and patient tracking across the military health system. 

artificial intelligence AI in healthcare

Industry Watcher’s Digest

Michelle Tarver, MD, PhD, has her work cut out for her.