Can machine learning assist in reporting safety events In hospitals?
No72%
Yes27%
320 PARTICIPANTS
No72%
Yes27%
Yes29%
It can be55%
I’m not convinced15%
I don’t know1%
Upgrading data storage and management systems16%
Expanding compute and GPU capabilities42%
Enhancing data integration and pipelines23%
Building a robust MLOps framework12%
Investing in AI model governance and explainability8%
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A big thank you to all of you for responding to my poll.
At Johns Hopkins, based on the work we have done internally, every minute that a nurse or a doctor doesn't have to spend on reporting an adverse event is a minute they can use to review, analyze, and solve for systemic issues that cause adverse events. We believe that ML algorithms can free up clinician time, contribute to reduced burnout, and allow them to operate at the top of their license.