VIDEO: AI for stroke detection on CT imaging

 

Bibb Allen, MD, FACR, chief medical officer of the American College of Radiology (ACR) Data Science Institute, explains the trend of using artificial intelligence (AI) for the automated detection of stroke on computed tomography (CT) imaging. While this technology can be used to help speed care for these emergency patients, he said radiology needs to be kept in the loop as part of the care team because final determination of a ischemic or hemorrhagic stroke still needs to be made by a human reader. 

"A very important aspect of radiological care now has been stroke detection and stroke intervention," Allen explained. "And a number of the AI software developers have tools that will analyze the perfusion data from the CT angiogram and make a fairly rapid determination as to who might benefit from a neuro-interventional procedure."

He said this technology is automated, reading imaging, as it comes off the scanner before a radiologist sees it, flags the exam and sends an automated alert to the stroke critical care team. The radiologist on the team can then make a final confirmation, and, if needed, the neurologist-interventional cath lab can be activated and the patient moved there for an immediate thrombectomy. 

However, the vendors offering this technology have marketed it to hospital administration, emergency departments and neurology departments, so radiologists are not always a primary consideration when the AI is adopted. According to Allen, it is important hospitals include radiologists as part of the on-call stroke care teams. Allen notes the U.S. Food and Drug Administration (FDA) cleared these technologies as a triage tool, not as a stand-alone, autonomous diagnostic technology. He said the AI is also not always correct, so it still requires a radiologist to make the final call on a diagnosis. 

"We worry about the risk that someone is getting pushed down the hall to the cath lab and they are going to end up with a negative angiogram because nobody waited for the radiologists interpretation," Allen said. 

He said it is important to include radiologists in the workflow and there is some sort of check off that the radiologist has reviewed the case.  

Dave Fornell is a digital editor with Cardiovascular Business and Radiology Business magazines. He has been covering healthcare for more than 16 years.

Dave Fornell has covered healthcare for more than 17 years, with a focus in cardiology and radiology. Fornell is a 5-time winner of a Jesse H. Neal Award, the most prestigious editorial honors in the field of specialized journalism. The wins included best technical content, best use of social media and best COVID-19 coverage. Fornell was also a three-time Neal finalist for best range of work by a single author. He produces more than 100 editorial videos each year, most of them interviews with key opinion leaders in medicine. He also writes technical articles, covers key trends, conducts video hospital site visits, and is very involved with social media. E-mail: dfornell@innovatehealthcare.com

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