Understanding NNT and NNH
Understanding the clinical metric and a transformative mindset: the Number Needed to Treat (NNT) and its companion, the Number Needed to Harm (NNH) and the implications for modern healthcare AI.
Dan Noyes
Clinical Concerns About ELSA
So before we dive in let's look at the basics of ELSA.
What is ELSA?
ELSA is a large language model (LLM) powered AI tool designed to assist with reading, writing, and summarizing. It can summarize adverse drug events to support safety profile assessments, perform faster label comparisons,
Understanding ELSA
ELSA is an internal generative AI tool developed by the FDA. Its primary objective is to enhance the efficiency and speed of regulatory processes by assisting FDA...
Law Seven in Clinical AI Healthcare Excellence: Did I Drink My Own Kool-Aid?
There are times when we can become too close to our own AI technology, losing sight of the bigger picture. Practical steps clinicians can follow.
Law Six in Clinical AI Healthcare Excellence: Failure Can Fuel Innovation
Accepting the possibility of failure in healthcare AI encourages all of us to strive for greater innovation and potential.
Law Five in Clinical AI Healthcare Excellence: Always Be Iterating
In the rapidly evolving landscape of healthcare, the integration of Artificial Intelligence (AI) and Machine Learning (ML) is not a singular event but a perpetual journey. This fundamental principle underpins "Law Five in Clinical AI Healthcare Excellence: Always Be Iterating."
Law Four in Clinical AI Healthcare Excellence
Are we solving the right problems with artificial intelligence in healthcare, or are we simply automating our existing blind spots?