artificial intelligence

Machine Learning and CDS Transparency

By William A. Hyman – One of the many questions in the design and use of Clinical Decision Support software is whether or not the user can recreate the logic used by the system in reaching its conclusions and recommendations–or alerts, or suggestions.

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How Can Artificial Intelligence in Healthcare Help Patient Engagement?

By Robert Rowley MD – A recent article by The Commonwealth Fund raises the question of being able to use smartphone apps to get real-time, accurate and personalized guidance for health concerns. While one can envision the convenience, affordability and peace of mind that would result from their use, such services face a number of hurdles before they become reality.




How Close Are We to AI-Automated Healthcare?

By Alex Meshkin – We have seen incredible progress in machine learning and artificial intelligence (AI) over the past few years, especially through the application of deep learning algorithms. AI systems will get even better as more data is collected, so faster data gathering and better data integration should lead to smarter and more useful AI systems.


Shared Care Plans and Utilization Management

By Robert Rowley MD – Utilization Management (UM) is ubiquitous in healthcare. It is a system of authorizations for procedures and some referrals, for the determination of medical necessity vs. elective, cosmetic or experimental procedures, for determining bed-day allowances in hospitals, and for establishing preferred drug formularies.