Applied AI and Computational Intelligence in Diagnostics and Decision-MakingThe integration of reinforcement learning techniques like Deep Q Networks (DQNs)with computational intelligence is revolutionizing healthcare by enabling more accurate, timely, and personalized medical decision making. These AI strategies enhance diagnostics, treatment planning, and patient monitoring by leveraging real time data from sources such as IoT devices and medical imaging. This shift not only improves patient outcomes but also supports more