EurekAlert!

Use of machine learning to identify risk factors for insomnia (IMAGE)

The machine learning model can effectively predict a patient’s risk for a sleep disorder using demographic and lifestyle data, physical exam results and laboratory values.

Intro to Medical Device Submission Virtual Course: Navigating FDA Pathways - 510(k), IDE, De Novo, and PMA Requirements for Medical Device Approval in the U.S. (Oct 9, 2025)

PMA, and DeNovo FDA submissions process offers key market opportunities for medical devices in the US. Recent 510(k) changes favor innovative, safer technologies, easing entry barriers. AI/ML adds ...