Agentic AI systems are on the rise in healthcare, but most only output binary decisions. This post provides options to turn those decisions into continuous scores so we can still use AUC for fair model comparison.
Doctors and data scientist, here is an intro to IDI and NRI with a Python coded example. AUCs may not always be enough and this post allows you to go beyond the curve
A small preview of my home, Hawaii, from my perspective. I enjoy being outdoors which includes hiking and going to the beach. While I am outdoors I see many beautiful sights which I try to capture in my photos.
As a research assistant, I aggregated data from various tables to construct a relational, SQL, database. I was required to write queries, analyze data, and organize the results to make them visually appealing.
Eyegenix LLC was a start up located in Honolulu Hawaii with the mission to cure corneal blindness. The cornea is the most transplanted organ worldwide and at Eyegenix we developed a bio-synthetic transplantable cornea. Our class II medical device's advantage over donor corneas in that host versus graft interactions were non-issue.