MedGemma: Comprehensive Analysis
MedGemma is Google DeepMind's groundbreaking collection of AI models specifically optimized for medical text and image comprehension. This is an executive summary covering the basics of this core part of medical AI.
Dan Noyes
A Comprehensive Review of ePaper in Medical Applications:
Implementation, Function, and Perception in 2025
Executive Summary
Electronic paper (ePaper) technology is poised to significantly transform the medical sector by offering display solutions that address critical healthcare needs related to communication, efficiency, and sustainability. This report provides an in-depth review of ePaper, detailing its fundamental principles, practical implementation across
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.
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.