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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GPT-4, a new upgrade from the team behind ChatGPT, can help doctors with difficult diagnoses

The new and improved AI-based language model outperformed human clinicians in a new study published in JAMA Network Open.

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AI spots critical heart defects missed by the human eye

“If we can deploy our model on a population-level ECG screening, we would be able to pick up many more of these patients before they have irreversible damage,” a cardiologist behind the new study explained. 

Industry Watcher’s Digest

Buzzworthy developments of the past few days.

USA China artificial intelligence race

Race for AI dominance: 5 points to ponder about US v. China

AI that’s intended to let cars drive themselves can be repurposed to let tanks level cities. And AI can just as easily weaponize a virus as diagnose it. These are not secrets.

FDA clears 2 new AI models that help with the diagnosis and treatment of arrhythmias

The two algorithms are now commercially available on a price-per-use basis.

Video of Partho Sengupta, MD, explaining two major shifts in AI for echocardiography at ASE 2023. These include GPT and deep learning to automate measurements. #ASE23 #ASE2023 #ASE #AI

2 key reasons the use of AI in echocardiography is growing

Partho Sengupta, MD, an expert on the use of AI in cardiology, says some of the technologies being developed today will fundamentally change how cardiologists and sonographers do their jobs.

artificial intelligence robot evaluates healthcare data

AI model for HCM, the first of its kind, gains FDA approval

The new-look AI model was designed to automatically evaluate ECGs for signs of HCM and send alerts to the care team when necessary. 

breast cancer mammography mammogram

Google Health, radiology vendor seek regulatory approval of AI as independent mammography reader

"We hope to not only alleviate the increasing burdens on radiologists worldwide but also reduce disparities in healthcare," one Google AI leader said. 

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