Kyle Henson
Kyle Henson
Contributor, The Yuan

Kyle Henson is the founder of Imaging Heartbeat, a company focusing on proactive monitoring in imaging. Over his 20+ year career he has worked for a data migration company and served as director of Enterprise Imaging for a 70+ hospital system.

How Does AI Diagnose Images?
Domain Knowledge
Based on how humans can tell the similarities and differences between certain objects, mathematical features and classifiers can be used in algorithms so that AI can come to the same types of conclusions when analyzing more complex problems. But what is the best way to use features and classifiers to minimize the risk of an algorithm returning false positives or false negatives?
Kyle Henson  |  Apr 15, 2022
Why Imaging AI Does Not Always Perform in Clinical Settings
Domain Knowledge
Artificial intelligence based image interpretation often fails to live up to its billing in a clinical environment. When training any AI algorithm, the most crucial element is good data. Flawed, incomplete, or biased data will yield a poor outcome. A common problem is available datasets do not represent the population on which the AI is used, and even when it is, issues can still arise in the training process.
Kyle Henson  |  Jun 29, 2021