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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ImpressionGPT, a ChatGPT-based framework, can accurately summarize radiology reports

The program leverages the in-context learning abilities of large language models to generate report summaries using domain-specific, individualized data relative to radiology.

Artificial intelligence (AI) model using chest x-rays to evaluate cardiac function

No echocardiography, no problem? AI evaluates cardiac function using chest X-rays

Researchers think their new AI model could be especially helpful in areas where qualified physicians and/or ultrasound technology are in short supply.

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Natural language processing can limit report discrepancies between AI and radiologists

Journal of the American College of Radiology study details how one radiology department  implemented NLP software to resolve inadvertent discordance between physicians and an AI decision support system.

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Industry Watcher’s Digest

Buzzworthy developments of the past few days.

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3 AI to-do’s for legally aware healthcare providers

Healthcare providers might be the most underrated of all AI stakeholders. Never mind that close to half of 200 CEOs surveyed believe healthcare is the field in which AI is likely to make the most transformative contribution.

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Industry Watcher’s Digest

Buzzworthy developments of the past few days.

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10 states highly interested in AI and other emerging technologies

With a bit fewer than 7 million residents, Massachusetts ranks a middling 16th in population among the states. However, when it comes to internet searches for terms associated with emerging technologies per 100,000 residents, the Bay State is No. 1.

Stephen Little, MD, discusses trends in echocardiography at ASE 2023. #ASE23 #ASE2023 What is new in cardiac ultrasound.

Back in the spotlight: Exploring echocardiography's revival

American Society of Echocardiography President Stephen Little, MD, says several trends and technologies are coming together at once, leading to renewed interest in echo.