AI/ML medical application- the best and the worst of the times

For AI/ML medical application developers, 2019 is the best of the times and the worst of the times.

The best of the times are:

In April of this year, FDA released a proposal, Proposed Regulatory Framework for Modifications to Artificial Intelligence/Machine Learning (AI/ML) – Based Software as a Medical Device (SaMD), which proposed a novel regulatory framework for AI-based medical devices. In about the same time, CMS(Center for Medicare & medicaid Services)announced a $1.65 million challenge to develop understandable AI products for healthcare.

The worst of the times are:

As hundreds of comments from manufacturers indicated, FDA’s proposal needed improvement and was in conflict with industry standards that were developed or being developed. Furthermore, some earlier approved computer aided diagnostics were deemed as failure in clinical publications.

And there are already over three hundred proposals were submitted to CMS in few weeks. The selected ones will get 1st phase funding in October, 2019. This demonstrates the competition of AI/ML developers is really heating up.

In the last 30 years, I have provided regulatory submission of various class II and class III medical devices and Drug submission. Most were involved with innovative and ground breaking technologies. My experience of regulatory submission can be highlighted in the following four events:

If you are interested in my help in your regulatory service, please contact me via jsc@fdaconsultantnusagent.com or call us at 949 885 8875.