Artificial intelligence (AI) applications in radiology have been and are being developed by the established imaging companies and a host of new companies. Many of the recent FDA cleared applications have focused on the radiologist, aiding image analysis or improving workflow.
The major imaging companies both develop AI applications, often to improve scanner image acquisition and incorporate 3rd party solutions. Some companies offer a platform to host AI applications from companies that have been cleared by the FDA, either via the 510 (k) process or the De Novo process.
Applications to assist radiologists fall into three categories: Continue reading
A common complaint is the difficulty in getting traction for Enterprise Imaging (EI) Systems in health care systems, especially in IT departments. Three issues arise when the topic of EI comes up, usually in the following order. First is that EI is just another project. Estimate the cost and the timeline, and it may get on the approved list. Next would be what is the ROI or why should we do this? The last hurdle may be a stipulation to use the existing imaging resources for EI. Continue reading
Out of the dozens of AI companies in radiology, eight have apps cleared to market by the FDA (as of March 18, 2018). Almost all of these with FDA clearance have successfully applied via the FDA 510(k) premarket notification process Continue reading
Artificial Intelligence (AI) continued to be a hot topic at the Radiology
Society of North America 2017 annual meeting. It was reported that RSNA 2017 had four times the number of AI sessions as there were at RSNA 2016. Two sessions that I attended were standing room only with attendees turned away prior to the start of the papers.
One of the new introductions at this meeting was the AI imaging distribution platform. Continue reading
Aging baby boomers, new clinical therapies, and evolving regulations are increasing the work load of interventional cardiologists. Do these three factors represent a Perfect Storm for cardiology?
If so, let’s hope that cardiology weathers their storm better than the crew of the Andrea Gail fishing trawler did in the “perfect storm” of 1991 as depicted in the 2000 movie. Continue reading
3D Printing or more accurately, Additive Manufacturing, is quickly finding more and more medical applications. Several of these applications are in radiology. Radiologists are taking note as was evidenced by the sold out session at RSNA 2014, “Fundamentals of 3D Printing” on Sunday morning. Continue reading
Looking beyond radiology and cardiology to build a system to collect, index, manage and communicate images of all types throughout the enterprise is a large and complex undertaking. Key steps in developing a plan are to size the project, establish a governance structure, and lay out a roadmap. Continue reading
The attractiveness of the economy of scale of cloud services has drawn many health system CIO’s attention for some time when looking at medical image storage. Now that Enterprise Image Archives are coming, CIO interest in the cloud has increased as has the number of companies offering cloud services to healthcare. When considering the cloud, it is important to look at the risks associated with the cloud and take measures to mitigate these risks. Continue reading
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As recently as the early ‘60s, doctors commonly made house calls carrying a black bag with the basic tools of their profession: stethoscope; thermometer; tongue depressor; otoscope; blood pressure cuff; an assortment of bandages; needles and surgical thread; and a variety of pills. House calls gradually became the rare exception instead of the rule, and the tools of the profession expanded beyond the bag to sophisticated devices Continue reading
While CMS is focused on patient portals in EHRs to engage patients, patients have been engaging themselves with the aid of smartphones. Smartphones have been supplemented with a variety of external sensors which track health parameters, providing information for the patient to manage their healthcare. These devices attack chronic health issues such as obesity, noncompliance with medication, diabetes, and heart disease. Continue reading