Don’t get me wrong, the information blocking regulations are important, but let’s not forget that the 21st Century Cures Act (Cures Act) and our implementing regulations (Cures Act Final Rule) had a few other impactful provisions. In particular, certain changes to the ONC Health IT Certification Program may seem like “more of the same” for health IT developers, but in reality they are really important and beneficial to clinicians, researchers, and the public alike.
Two new education resources are now available specifically geared toward these audiences to describe “what the rule says” and what those regulatory requirements “mean” from the perspective of those who interact with developers of certified health IT and use their products.

The post Not-So-Hidden Gems in the 21st Century Cures Act Final Rule: Get to Know the Conditions of Certification appeared first on Health IT Buzz.

In the third blog in our series on artificial intelligence (AI) and machine learning (ML)-driven predictive models (data analytics tool or software) in health care, we discussed some potential risks (sometimes referred to as model harms) related to these emerging technologies and how these risks could lead to adverse impacts or negative outcomes. Given these potential risks, some have questioned whether they can trust the use of these technologies in health care.

We are encouraged to see that some stakeholders are demonstrating that a predictive model is fair,

The post Back to the Future: What Predictive Decision Support Can Learn from DeLoreans and The Big Short appeared first on Health IT Buzz.

The 2015 Edition Cures Update made several changes to the ONC Health IT Certification Program (Certification Program), including new functionalities; new, removed, and revised criteria; and new requirements establishing the Conditions and Maintenance of Certification. This means that most health IT developers of certified health IT (certified health IT developers) will be required to update their certified Health IT Modules by December 31, 2022. As we approach this deadline, it is important to remember that meeting the Certification Program requirements and avoiding non-conformities is up to each certified health IT developer.

The post Actionable ways to meet the 2015 Edition Cures Update requirements appeared first on Health IT Buzz.

When talking about artificial intelligence (AI) today, people are usually referring to predictive models—often driven by machine learning (ML) techniques—that “learn” from historic data and make predictions, recommendations, or classifications (outputs) which inform or drive decision making. The power of ML is in its enormous flexibility. You can build a model to predict or recommend just about anything, and we have seen it transform many sectors.
The potential for ML and related technologies in health care is exciting.

The post Minimizing Risks and Maximizing Rewards from Machine Learning appeared first on Health IT Buzz.

The moments we’ve all been waiting for since 2016 are fast approaching: the 21st Century Cures Act infrastructure is coming into place in 2022! The Cures Act laid out a vision for a rich health IT ecosystem of standards-based APIs and nationwide health information networks to securely open up electronically accessible information to patients themselves and to health care professionals supporting their care. As we’ve discussed in previous blogs, progress on nationwide network integration via TEFCA continues apace,

The post On the Road to Cures Update: Certified API Technology appeared first on Health IT Buzz.