  This paper presents a new approach to prevent transportation accidents and
monitor driver's behavior using a healthcare AI system that incorporates
fairness and ethics. Dangerous medical cases and unusual behavior of the driver
are detected. Fairness algorithm is approached in order to improve
decision-making and address ethical issues such as privacy issues, and to
consider challenges that appear in the wild within AI in healthcare and
driving. A healthcare professional will be alerted about any unusual activity,
and the driver's location when necessary, is provided in order to enable the
healthcare professional to immediately help to the unstable driver. Therefore,
using the healthcare AI system allows for accidents to be predicted and thus
prevented and lives may be saved based on the built-in AI system inside the
vehicle which interacts with the ER system.
